hw2v2
Ahmet Çeliker
2024-11-29
library(dplyr)##
## Attaching package: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unionlibrary(ggplot2)
library(rpart)
library(caret)## Loading required package: latticelibrary(rpart.plot)
library(tidyr)
library(factoextra)## Welcome! Want to learn more? See two factoextra-related books at https://goo.gl/ve3WBalibrary(rpart.plot)
library(rattle)## Loading required package: tibble## Loading required package: bitops## Rattle: A free graphical interface for data science with R.
## Version 5.5.1 Copyright (c) 2006-2021 Togaware Pty Ltd.
## Type 'rattle()' to shake, rattle, and roll your data.library(glmnet)## Loading required package: Matrix##
## Attaching package: 'Matrix'## The following object is masked from 'package:bitops':
##
## %&%## The following objects are masked from 'package:tidyr':
##
## expand, pack, unpack## Loaded glmnet 4.1-8library(ROCR)
library(pROC)## Type 'citation("pROC")' for a citation.##
## Attaching package: 'pROC'## The following objects are masked from 'package:stats':
##
## cov, smooth, var#QUESTION 1
match_data_org <- read.csv("match_data.csv")match_data <- match_data_org %>%
filter(suspended == "False" & stopped == "False")start_rows <- match_data %>%
group_by(fixture_id, halftime) %>%
filter(current_time == min(current_time)) %>%
ungroup()match_half <- start_rows %>%
mutate(
P_home = 1 / `X1`,
P_draw = 1 / X,
P_away = 1 / `X2`
) match_half <- match_half %>%
mutate(total_prob = P_home + P_draw + P_away,
P_home_norm = P_home / total_prob,
P_draw_norm = P_draw / total_prob,
P_away_norm = P_away / total_prob) match_half <- match_half %>%
mutate(home_away_diff = P_home - P_away,
norm_home_away_diff = P_home_norm - P_away_norm)ggplot(match_half, aes(x = home_away_diff, y = P_draw)) +
geom_point(aes(color = halftime)) +
geom_smooth(method = "loess")+
labs(
title = "Initial Calculation: Home - Away Difference vs Draw Probability",
x = "P(Home Win) - P(Away Win) (Initial Calculation)",
y = "P(Draw) (Initial Calculation)"
) +
theme_minimal()## `geom_smooth()` using formula = 'y ~ x'
ggplot(match_half, aes(x = norm_home_away_diff, y = P_draw_norm)) +
geom_point(aes(color = halftime)) +
geom_smooth(method = "loess")+
labs(
title = "Normalized: Home - Away Difference vs Draw Probability",
x = "P(Home Win) - P(Away Win) (Normalized)",
y = "P(Draw) (Normalized)",
color = "Halftime"
) +
theme_minimal()## `geom_smooth()` using formula = 'y ~ x'
bins <- seq(-1, 1, by = 0.025)binned_data <- match_half %>%
mutate(bin = cut(home_away_diff, bins, include.lowest = TRUE)) %>%
group_by(bin) %>%
summarise(
total_games = n(),
draw_games = sum(result == "X"),
estimated_prob_draw = draw_games / total_games,
.groups = "drop"
)ggplot(binned_data, aes(x = bin, y = estimated_prob_draw)) +
geom_bar(stat = "identity", fill = "steelblue") +
labs(
title = "Estimated Probability of Draws by Bins",
x = "P(Home Win) - P(Away Win) Bins",
y = "Estimated Probability of Draw"
) +
theme_minimal()
binned_data2 <- match_half %>%
mutate(bin = cut(home_away_diff, bins, include.lowest = TRUE)) %>%
group_by(bin) %>%
reframe(
total_games = n(), # Total games in each bin
draw_games = sum(result == "X", na.rm = TRUE), # Number of draw games in each bin
estimated_prob_draw = draw_games / total_games, # Probability of draw
bin_lower = as.numeric(gsub("\\(|\\[|,.*", "", unique(bin))), # Lower bin boundary
bin_upper = as.numeric(gsub(".*,|\\]|\\)", "", unique(bin))), # Upper bin boundary
bin_center = (bin_lower + bin_upper) / 2 # Calculate bin center
)ggplot() +
# Raw probabilities as blue points
geom_point(data = match_half, aes(x = home_away_diff, y = P_draw), alpha = 0.2, color = "blue") +
# Trend line using LOESS
geom_smooth(data = match_half, aes(x = home_away_diff, y = P_draw), method = "loess", color = "blue", se = FALSE) +
# Binned outcomes as red points
geom_point(data = binned_data2, aes(x = bin_center, y = estimated_prob_draw), color = "red", size = 2) +
scale_y_continuous(breaks = seq(0, 1, by = 0.10), limits = c(0, 1)) +
labs(
title = "(a) Trend and Odds",
x = "P(home win) - P(away win)",
y = "P(draw)",
color = ""
) +
theme_minimal()## `geom_smooth()` using formula = 'y ~ x'
ggplot() +
# Raw probabilities as blue points
geom_point(data = match_half %>% filter(halftime == "1st-half"), aes(x = home_away_diff, y = P_draw), alpha = 0.2, color = "blue") +
# Trend line using LOESS
geom_smooth(data = match_half, aes(x = home_away_diff, y = P_draw), method = "loess", color = "blue", se = FALSE) +
# Binned outcomes as red points
geom_point(data = binned_data2, aes(x = bin_center, y = estimated_prob_draw), color = "red", size = 2) +
scale_y_continuous(breaks = seq(0, 1, by = 0.10), limits = c(0, 1)) +
# Labels and theme
labs(
title = "First Half (Initial) ",
x = "P(home win) - P(away win) (Initial Calculation)",
y = "P(draw) (Initial Calculation)",
color = ""
) +
theme_minimal()## `geom_smooth()` using formula = 'y ~ x'
ggplot() +
# Raw probabilities as blue points
geom_point(data = match_half %>% filter(halftime == "1st-half"), aes(x = norm_home_away_diff, y = P_draw_norm), alpha = 0.2, color = "blue") +
# Trend line using LOESS
geom_smooth(data = match_half, aes(x = norm_home_away_diff, y = P_draw_norm), method = "loess", color = "blue", se = FALSE) +
# Binned outcomes as red points
geom_point(data = binned_data2, aes(x = bin_center, y = estimated_prob_draw), color = "red", size = 2) +
scale_y_continuous(breaks = seq(0, 1, by = 0.10), limits = c(0, 1)) +
# Labels and theme
labs(
title = "First Half (Normalized)",
x = "P(home win) - P(away win) (Normalized)",
y = "P(draw) (Normalized)",
color = ""
) +
theme_minimal()## `geom_smooth()` using formula = 'y ~ x'
ggplot() +
# Raw probabilities as blue points
geom_point(data = match_half %>% filter(halftime == "2nd-half"), aes(x = home_away_diff, y = P_draw), alpha = 0.2, color = "blue") +
# Trend line using LOESS
geom_smooth(data = match_half, aes(x = home_away_diff, y = P_draw), method = "loess", color = "blue", se = FALSE) +
# Binned outcomes as red points
geom_point(data = binned_data2, aes(x = bin_center, y = estimated_prob_draw), color = "red", size = 2) +
scale_y_continuous(breaks = seq(0, 1, by = 0.10), limits = c(0, 1)) +
# Labels and theme
labs(
title = "Second Half (Initial)",
x = "P(home win) - P(away win) (Initial Calculation)",
y = "P(draw) (Initial Calculation)",
color = ""
) +
theme_minimal()## `geom_smooth()` using formula = 'y ~ x'
ggplot() +
# Raw probabilities as blue points
geom_point(data = match_half %>% filter(halftime == "2nd-half"), aes(x = norm_home_away_diff, y = P_draw_norm), alpha = 0.2, color = "blue") +
# Trend line using LOESS
geom_smooth(data = match_half, aes(x = norm_home_away_diff, y = P_draw_norm), method = "loess", color = "blue", se = FALSE) +
# Binned outcomes as red points
geom_point(data = binned_data2, aes(x = bin_center, y = estimated_prob_draw), color = "red", size = 2) +
scale_y_continuous(breaks = seq(0, 1, by = 0.10), limits = c(0, 1)) +
# Labels and theme
labs(
title = "Second Half (Normalized)",
x = "P(home win) - P(away win) (Normalized)",
y = "P(draw) (Normalized)",
color = ""
) +
theme_minimal()## `geom_smooth()` using formula = 'y ~ x'
match_data2 <-match_data
match_data2 <- match_data2 %>%
mutate(
P_home = 1 / `X1`,
P_draw = 1 / X,
P_away = 1 / `X2`
)
match_data2 <- match_data2 %>%
mutate(
total_prob = P_home + P_draw + P_away,
P_home_norm = P_home / total_prob,
P_draw_norm = P_draw / total_prob,
P_away_norm = P_away / total_prob
)
match_data2 <- match_data2 %>%
mutate(
home_away_diff = P_home - P_away,
norm_home_away_diff = P_home_norm - P_away_norm
)
match_data2 <- match_data2 %>%
filter(!is.na(home_away_diff) & !is.na(P_draw))
ggplot(match_data2, aes(x = home_away_diff, y = P_draw)) +
geom_point(aes(color = halftime)) +
geom_smooth(method = "loess") +
labs(
title = "Home - Away Difference vs Draw Probability (All Data)",
x = "P(Home Win) - P(Away Win)",
y = "P(Draw)"
) +
theme_minimal()## `geom_smooth()` using formula = 'y ~ x'## Warning: Failed to fit group -1.
## Caused by error in `predLoess()`:
## ! workspace required (4725935544) is too large probably because of setting 'se = TRUE'.
ggplot(match_data2, aes(x = norm_home_away_diff, y = P_draw_norm)) +
geom_point(aes(color = halftime)) +
geom_smooth(method = "loess")+
labs(
title = "Normalized: Home - Away Difference vs Draw Probability (All Data)",
x = "P(Home Win) - P(Away Win) (Normalized)",
y = "P(Draw) (Normalized)",
color = "Halftime"
) +
theme_minimal()## `geom_smooth()` using formula = 'y ~ x'## Warning: Failed to fit group -1.
## Caused by error in `predLoess()`:
## ! workspace required (4725935544) is too large probably because of setting 'se = TRUE'.
binned_data_forall <- match_data2 %>%
mutate(bin = cut(home_away_diff, bins, include.lowest = TRUE)) %>%
group_by(bin) %>%
summarise(
total_games = n(),
draw_games = sum(result == "X"),
estimated_prob_draw = draw_games / total_games,
.groups = "drop"
)
binned_data_forall2 <- match_data2 %>%
mutate(bin = cut(home_away_diff, bins, include.lowest = TRUE)) %>%
group_by(bin) %>%
reframe(
total_games = n(), # Total games in each bin
draw_games = sum(result == "X", na.rm = TRUE), # Number of draw games in each bin
estimated_prob_draw = draw_games / total_games, # Probability of draw
bin_lower = as.numeric(gsub("\\(|\\[|,.*", "", unique(bin))), # Lower bin boundary
bin_upper = as.numeric(gsub(".*,|\\]|\\)", "", unique(bin))), # Upper bin boundary
bin_center = (bin_lower + bin_upper) / 2 # Calculate bin center
)ggplot() +
# Raw probabilities as blue points
geom_point(data = match_data2, aes(x = home_away_diff, y = P_draw), alpha = 0.2, color = "blue") +
# Trend line using LOESS
geom_smooth(data = match_data2, aes(x = home_away_diff, y = P_draw), method = "loess", color = "orange", se = FALSE) +
# Binned outcomes as red points
geom_point(data = binned_data_forall2, aes(x = bin_center, y = estimated_prob_draw), color = "red", size = 2) +
# Y-axis scaled with 0.10 intervals
scale_y_continuous(breaks = seq(0, 1, by = 0.10), limits = c(0, 1)) +
labs(
title = "(a) Trend and Odds",
x = "P(home win) - P(away win)",
y = "P(draw)",
color = ""
) +
theme_minimal()## `geom_smooth()` using formula = 'y ~ x'
ggplot() +
# Raw probabilities as blue points
geom_point(data = match_data2 %>% filter(halftime == "1st-half"), aes(x = norm_home_away_diff, y = P_draw_norm), alpha = 0.2, color = "blue") +
# Trend line using LOESS
geom_smooth(data = match_data2, aes(x = norm_home_away_diff, y = P_draw_norm), method = "loess", color = "orange", se = FALSE) +
# Binned outcomes as red points
geom_point(data = binned_data_forall2, aes(x = bin_center, y = estimated_prob_draw), color = "red", size = 2) +
scale_y_continuous(breaks = seq(0, 1, by = 0.10), limits = c(0, 1)) +
# Labels and theme
labs(
title = "First Half (Normalized)",
x = "P(home win) - P(away win) (Normalized)",
y = "P(draw) (Normalized)",
color = ""
) +
theme_minimal()## `geom_smooth()` using formula = 'y ~ x'
ggplot() +
# Raw probabilities as blue points
geom_point(data = match_data2 %>% filter(halftime == "2nd-half"), aes(x = norm_home_away_diff, y = P_draw_norm), alpha = 0.2, color = "blue") +
# Trend line using LOESS
geom_smooth(data = match_data2, aes(x = norm_home_away_diff, y = P_draw_norm), method = "loess", color = "orange", se = FALSE) +
# Binned outcomes as red points
geom_point(data = binned_data_forall2, aes(x = bin_center, y = estimated_prob_draw), color = "red", size = 2) +
scale_y_continuous(breaks = seq(0, 1, by = 0.10), limits = c(0, 1)) +
# Labels and theme
labs(
title = "Second Half (Normalized)",
x = "P(home win) - P(away win) (Normalized)",
y = "P(draw) (Normalized)",
color = ""
) +
theme_minimal()## `geom_smooth()` using formula = 'y ~ x'
#QUESTION 2
match_data <- match_data %>%
mutate(
total_minute = case_when(
halftime == "1st-half" ~ minute,
halftime == "2nd-half" ~ 45 + minute
)
)fixture_ids_to_above90 <- match_data %>%
filter(halftime == "2nd-half" & total_minute > 90) %>%
pull(fixture_id) %>%
unique()print(fixture_ids_to_above90)## [1] 19172016 19172010 19172012 19172014 19172011 19172015 19172018 19172017
## [9] 19135257 19172023 19134453 19135253 19134457 19134458 19172027 19134459
## [17] 19155076 19155070 19135258 19139657 19155069 19172019 19155075 19139656
## [25] 19135255 19139658 19134460 19139655 19139653 19139654 19172021 19155067
## [33] 19135256 19155068 19172020 19172026 19155073 19135252 19135259 19172025
## [41] 19134462 19135254 19172030 19154545 19135264 19134465 19154546 19154549
## [49] 19154548 19154552 19154550 19134467 19134466 19134470 19139668 19135269
## [57] 19172031 19155083 19155086 19154547 19139665 19135268 19172036 19155081
## [65] 19135262 19135267 19134463 19139667 19154551 19139663 19139666 19139662
## [73] 19172029 19155085 19155078 19135266 19135265 19172028 19155084 19139669
## [81] 19155077 19135276 19135273 19135275 19135270 19135278 19135279 19135277
## [89] 19135274 19155096 19154560 19139671 19134473 19154562 19154555 19154559
## [97] 19134478 19134476 19134481 19134477 19172039 19172042 19154554 19155093
## [105] 19155087 19135280 19135286 19155094 19155092 19135285 19135283 19134475
## [113] 19134480 19139675 19139676 19139677 19135288 19172040 19155089 19155088
## [121] 19135289 19139670 19155091 19155095 19154564 19139685 19135293 19155099
## [129] 19154566 19154563 19154568 19134627 19172046 19134625 19134628 19134626
## [137] 19172051 19135299 19139686 19155100 19134624 19135296 19172054 19134623
## [145] 19155101 19155097 19134631 19155106 19154567 19172050 19139682 19139684
## [153] 19154569 19134632 19135294 19172052 19172047 19139681 19155104 19155105
## [161] 19172049 19155102 19135297 19135312 19135271 19172033 19172062 19154577
## [169] 19135303 19135307 19155116 19154579 19154578 19134486 19134487 19134490
## [177] 19172059 19134483 19135308 19139694 19155112 19134485 19139695 19172058
## [185] 19155113 19139690 19155109 19135302 19134484 19155114 19154572 19139693
## [193] 19139692 19134489 19172060 19172063 19154580 19139688 19155111 19135304
## [201] 19172055 19135301 19135313 19135318 19155107 19135319 19135311 19135310
## [209] 19135314 19135317 19135316 19172064 19135325 19139698 19134500 19155126
## [217] 19172068 19154586 19154588 19154587 19134495 19134494 19134497 19134501
## [225] 19135328 19139700 19172065 19172070 19134502 19154581 19155117 19135324
## [233] 19139704 19155125 19135322 19155118 19172069 19139703 19155124 19134498
## [241] 19172071 19154589 19135320 19139701 19154584 19155119 19172072 19135329
## [249] 19139697 19135321 19155123 19135326 19172077 19154595 19139711 19155130
## [257] 19135333 19172080 19134508 19135334 19155136 19172073 19154590 19154594
## [265] 19154596 19134511 19134510 19135330 19139709 19172081 19172076 19134509
## [273] 19135339 19135338 19139708 19155131 19139712 19172079 19155132 19135335
## [281] 19134507 19172078 19134504 19155128 19155133 19154593 19139710 19139714
## [289] 19139713 19154592 19134506 19172075 19172074 19155134 19135337 19154591
## [297] 19139707 19155129 19135336 19154601 19139720 19135345 19172086 19134520
## [305] 19134517 19134515 19139722 19155144 19135343 19172089 19155142 19135342
## [313] 19155139 19172083 19135344 19134522 19135340 19139718 19139716 19139715
## [321] 19154604 19134516 19172084 19155137 19172087 19135347 19155145 19172090
## [329] 19134519 19135348 19154613 19139730 19155155 19135351 19134530 19172098
## [337] 19135358 19155153 19154612 19154608 19154616 19134525 19134524 19134526
## [345] 19134531 19135359 19139731 19172091 19134529 19154611 19135356 19139732
## [353] 19139725 19172092 19155154 19172096 19134527 19139727 19134532 19134528
## [361] 19155152 19135350 19139724 19134523 19155150 19135353 19154610 19172094
## [369] 19172093 19135352 19155163 19155164 19155166 19155162 19155161 19155165
## [377] 19172107 19139735 19154617 19139738 19135365 19172101 19134874 19135364
## [385] 19172102 19154621 19154623 19154625 19134872 19134876 19134869 19134871
## [393] 19135363 19139741 19172100 19134878 19154619 19139740 19155172 19172103
## [401] 19172108 19139734 19134877 19155175 19154622 19139736 19172104 19134873
## [409] 19155169 19139737 19155170 19135360 19155174 19155168 19155171 19134870
## [417] 19135362 19155180 19172115 19154632 19139742 19155183 19172114 19172116
## [425] 19155186 19154629 19154633 19154634 19134533 19134541 19139746 19172113
## [433] 19155178 19154627 19134534 19139747 19135372 19172109 19155177 19135370
## [441] 19172110 19139749 19134539 19155185 19155179 19134540 19154630 19135375
## [449] 19172111 19154626 19134535 19155184 19135374 19135371 19139743 19155181
## [457] 19135376matches_with_90_minute <- match_data %>%
group_by(fixture_id) %>%
summarise(has_90_minute = any(total_minute == 90), .groups = "drop")
match_data_with_90_flag <- match_data %>%
left_join(matches_with_90_minute, by = "fixture_id")state_at_90 <- match_data_with_90_flag %>%
filter(total_minute == 90) %>%
select(fixture_id, current_state) %>%
rename(state_90 = current_state)state_below_90 <- match_data_with_90_flag %>%
filter(has_90_minute == FALSE) %>%
group_by(fixture_id) %>%
filter(total_minute == max(total_minute)) %>%
select(fixture_id, current_state) %>%
rename(state_below_90 = current_state)unique_fixture_count <- match_data %>%
summarise(total_matches = n_distinct(fixture_id)) %>%
pull(total_matches)
print(unique_fixture_count)## [1] 648n_state_at_90 <- length(unique(state_at_90$fixture_id))
n_state_below_90 <- length(unique(state_below_90$fixture_id))
total_unique_ids <- length(unique(c(state_at_90$fixture_id, state_below_90$fixture_id)))
cat("State_at_90 IDs:", n_state_at_90, "\n")## State_at_90 IDs: 442cat("State_below_90 IDs:", n_state_below_90, "\n")## State_below_90 IDs: 206cat("Total Unique IDs:", total_unique_ids, "\n")## Total Unique IDs: 648duplicated_ids <- state_at_90 %>%
group_by(fixture_id) %>%
summarise(count = n()) %>%
filter(count > 1) %>%
pull(fixture_id)
duplicated_rows <- state_at_90 %>%
filter(fixture_id %in% duplicated_ids)
cat("Unique olmayan ID sayısı:", length(duplicated_ids), "\n")## Unique olmayan ID sayısı: 3duplicated_rows## fixture_id state_90
## 1 19172012 X
## 2 19172012 X
## 3 19154546 1
## 4 19154546 1
## 5 19135269 1
## 6 19135269 1state_at_90 <- state_at_90 %>%
distinct(fixture_id, .keep_all = TRUE)matches_with_state_change <- match_data_with_90_flag %>%
filter(total_minute > 90 | has_90_minute == FALSE) %>% # After 90 or without the 90th minute
left_join(state_at_90, by = "fixture_id") %>% # Merge with status at 90 minutes
left_join(state_below_90, by = "fixture_id") %>% # Merge with largest case less than 90
group_by(fixture_id) %>%
filter(
(has_90_minute == TRUE & current_state != state_90 & current_state == result) | # After 90, the situation changes and the result is different.
(has_90_minute == FALSE & current_state != state_below_90 & current_state == result) # Change in case less than 90
) %>%
pull(fixture_id) %>%
unique()num_matches_with_state_change <- length(matches_with_state_change)
print(num_matches_with_state_change)## [1] 41state_change_matches_data <- match_data_with_90_flag %>%
filter(fixture_id %in% matches_with_state_change)early_red_cards <- match_data_with_90_flag %>%
filter(
total_minute <= 15 &
(Redcards...away != 0 | Redcards...home != 0)
) %>%
pull(fixture_id) %>%
unique()print(early_red_cards)## [1] 19172052 19139688total_red_cards <- match_data_with_90_flag %>%
filter(
(Redcards...away != 0 | Redcards...home != 0)
) %>%
pull(fixture_id) %>%
unique()print(total_red_cards)## [1] 19172018 19134456 19134457 19172027 19155076 19139657 19172026 19154546
## [9] 19154548 19155086 19139667 19139663 19135265 19172028 19135273 19135277
## [17] 19134473 19154559 19155093 19155094 19139678 19135283 19139676 19139674
## [25] 19135288 19134630 19135293 19172046 19139686 19135296 19172054 19135292
## [33] 19154569 19135294 19172052 19155105 19172033 19154577 19155110 19155113
## [41] 19134484 19154572 19134489 19139688 19135313 19154586 19154587 19139700
## [49] 19155117 19139704 19155118 19135320 19134499 19154584 19139711 19172080
## [57] 19135338 19155131 19155132 19134507 19155128 19139710 19135337 19139720
## [65] 19134520 19155144 19134513 19155142 19155143 19154604 19135348 19155156
## [73] 19154608 19134525 19135359 19172091 19155152 19139728 19139724 19154614
## [81] 19155149 19139726 19135352 19155163 19155160 19155166 19155159 19172101
## [89] 19134875 19134871 19139741 19172100 19172108 19155171 19135362 19172115
## [97] 19172116 19154631 19134536 19135372 19135374length(total_red_cards)## [1] 101first_red_card_minute <- match_data_with_90_flag %>%
filter(fixture_id %in% total_red_cards & (Redcards...away != 0 | Redcards...home != 0)) %>%
group_by(fixture_id) %>%
summarise(
first_red_card_minute = min(total_minute[Redcards...away != 0 | Redcards...home != 0]),
.groups = "drop"
)early_red_card_matches <- match_data_with_90_flag %>%
filter(fixture_id %in% early_red_cards)excluding_early_red_card_matches <- match_data_with_90_flag %>%
filter(!fixture_id %in% early_red_cards)excluding_state_change_matches_data <- match_data_with_90_flag %>%
filter(!fixture_id %in% matches_with_state_change)final_filtered_data <- match_data_with_90_flag %>%
filter(!fixture_id %in% early_red_cards & !fixture_id %in% matches_with_state_change)filtered_data1 <- final_filtered_data %>%
mutate(
P_home = 1 / `X1`,
P_draw = 1 / X,
P_away = 1 / `X2`
)
filtered_data1 <- filtered_data1 %>%
mutate(
total_prob = P_home + P_draw + P_away,
P_home_norm = P_home / total_prob,
P_draw_norm = P_draw / total_prob,
P_away_norm = P_away / total_prob
)
filtered_data1 <- filtered_data1 %>%
mutate(
home_away_diff = P_home - P_away,
norm_home_away_diff = P_home_norm - P_away_norm
)binned_filtered1 <- filtered_data1 %>%
mutate(bin = cut(home_away_diff, bins, include.lowest = TRUE)) %>%
group_by(bin) %>%
reframe(
total_games = n(), # Total games in each bin
draw_games = sum(result == "X", na.rm = TRUE), # Number of draw games in each bin
estimated_prob_draw = draw_games / total_games, # Probability of draw
bin_lower = as.numeric(gsub("\\(|\\[|,.*", "", unique(bin))), # Lower bin boundary
bin_upper = as.numeric(gsub(".*,|\\]|\\)", "", unique(bin))), # Upper bin boundary
bin_center = (bin_lower + bin_upper) / 2 # Calculate bin center
)ggplot() +
# Raw probabilities as blue points
geom_point(data = filtered_data1, aes(x = norm_home_away_diff, y = P_draw), alpha = 0.2, color = "blue") +
# Trend line using LOESS
geom_smooth(data = filtered_data1, aes(x = norm_home_away_diff, y = P_draw), method = "loess", color = "orange", se = FALSE) +
# Binned outcomes as red points
geom_point(data = binned_filtered1, aes(x = bin_center, y = estimated_prob_draw), color = "red", size = 2) +
scale_y_continuous(breaks = seq(0, 1, by = 0.10), limits = c(0, 1)) +
labs(
title = "(a) Trend and Odds with filtered data according to case 1 (all data)",
x = "P(home win) - P(away win) (Normalized)",
y = "P(draw) (Normalized)",
color = ""
) +
theme_minimal()## `geom_smooth()` using formula = 'y ~ x'
earleast_timestamp_filtered <- final_filtered_data %>%
group_by(fixture_id, halftime) %>%
filter(current_time == min(current_time)) %>%
ungroup()earleast_filtered_data1 <- earleast_timestamp_filtered %>%
mutate(
P_home = 1 / `X1`,
P_draw = 1 / X,
P_away = 1 / `X2`
)
earleast_filtered_data1 <- earleast_filtered_data1 %>%
mutate(
total_prob = P_home + P_draw + P_away,
P_home_norm = P_home / total_prob,
P_draw_norm = P_draw / total_prob,
P_away_norm = P_away / total_prob
)
earleast_filtered_data1 <- earleast_filtered_data1 %>%
mutate(
home_away_diff = P_home - P_away,
norm_home_away_diff = P_home_norm - P_away_norm
)binned_earleast_filtered1 <- earleast_filtered_data1 %>%
mutate(bin = cut(home_away_diff, bins, include.lowest = TRUE)) %>%
group_by(bin) %>%
reframe(
total_games = n(),
draw_games = sum(result == "X", na.rm = TRUE),
estimated_prob_draw = draw_games / total_games,
bin_lower = as.numeric(gsub("\\(|\\[|,.*", "", unique(bin))),
bin_upper = as.numeric(gsub(".*,|\\]|\\)", "", unique(bin))),
bin_center = (bin_lower + bin_upper) / 2
)ggplot() +
# Raw probabilities as blue points
geom_point(data = earleast_filtered_data1, aes(x = norm_home_away_diff, y = P_draw), alpha = 0.2, color = "blue") +
# Trend line using LOESS
geom_smooth(data = earleast_filtered_data1, aes(x = norm_home_away_diff, y = P_draw), method = "loess", color = "orange", se = FALSE) +
# Binned outcomes as red points
geom_point(data = binned_filtered1, aes(x = bin_center, y = estimated_prob_draw), color = "red", size = 2) +
scale_y_continuous(breaks = seq(0, 1, by = 0.10), limits = c(0, 1)) +
labs(
title = "(a) Trend and Odds with filtered data according to case 1 (earlest timestamp)",
x = "P(home win) - P(away win) (Normalized)",
y = "P(draw) (Normalized)",
color = ""
) +
theme_minimal()## `geom_smooth()` using formula = 'y ~ x'
ggplot() +
# Raw probabilities as blue points
geom_point(data = earleast_filtered_data1 %>% filter(halftime == "1st-half"), aes(x = norm_home_away_diff, y = P_draw_norm), alpha = 0.2, color = "blue") +
# Trend line using LOESS
geom_smooth(data = earleast_filtered_data1, aes(x = norm_home_away_diff, y = P_draw_norm), method = "loess", color = "orange", se = FALSE) +
# Binned outcomes as red points
geom_point(data = binned_filtered1, aes(x = bin_center, y = estimated_prob_draw), color = "red", size = 2) +
scale_y_continuous(breaks = seq(0, 1, by = 0.10), limits = c(0, 1)) +
# Labels and theme
labs(
title = "Filtered Data According to Case 1 (earlest timestamp) First Half (Normalized)",
x = "P(home win) - P(away win) (Normalized)",
y = "P(draw) (Normalized)",
color = ""
) +
theme_minimal()## `geom_smooth()` using formula = 'y ~ x'
ggplot() +
# Raw probabilities as blue points
geom_point(data = earleast_filtered_data1 %>% filter(halftime == "2nd-half"), aes(x = norm_home_away_diff, y = P_draw_norm), alpha = 0.2, color = "blue") +
# Trend line using LOESS
geom_smooth(data = earleast_filtered_data1, aes(x = norm_home_away_diff, y = P_draw_norm), method = "loess", color = "orange", se = FALSE) +
# Binned outcomes as red points
geom_point(data = binned_filtered1, aes(x = bin_center, y = estimated_prob_draw), color = "red", size = 2) +
scale_y_continuous(breaks = seq(0, 1, by = 0.10), limits = c(0, 1)) +
# Labels and theme
labs(
title = "Filtered Data According to Case 1 (earlest timestamp) Second Half (Normalized)",
x = "P(home win) - P(away win) (Normalized)",
y = "P(draw) (Normalized)",
color = ""
) +
theme_minimal()## `geom_smooth()` using formula = 'y ~ x'
matches_with_80_minute <- match_data %>%
group_by(fixture_id) %>%
summarise(has_80_minute = any(total_minute == 80), .groups = "drop")
match_data_with_80_flag <- match_data %>%
left_join(matches_with_80_minute, by = "fixture_id")
state_at_80 <- match_data_with_80_flag %>%
filter(total_minute == 80) %>%
select(fixture_id, current_state) %>%
distinct(fixture_id, .keep_all = TRUE) %>%
rename(state_80 = current_state)
state_below_80 <- match_data_with_80_flag %>%
filter(has_80_minute == FALSE) %>%
group_by(fixture_id) %>%
filter(total_minute == max(total_minute)) %>%
ungroup() %>%
select(fixture_id, current_state) %>%
distinct(fixture_id, .keep_all = TRUE) %>%
rename(state_below_80 = current_state)
matches_with_state_change2 <- match_data_with_80_flag %>%
filter(total_minute > 80 | has_80_minute == FALSE) %>%
left_join(state_at_80, by = "fixture_id") %>%
left_join(state_below_80, by = "fixture_id") %>%
group_by(fixture_id) %>%
filter(
(has_80_minute == TRUE & current_state != state_80 & current_state == result) |
(has_80_minute == FALSE & current_state != state_below_80 & current_state == result)
) %>%
pull(fixture_id) %>%
unique()
num_matches_with_state_change2 <- length(matches_with_state_change2)
print(num_matches_with_state_change2)## [1] 92early_red_cards2 <- match_data_with_90_flag %>%
filter(
total_minute <= 30 &
(Redcards...away != 0 | Redcards...home != 0)
) %>%
pull(fixture_id) %>%
unique()print(early_red_cards2)## [1] 19134457 19135277 19139678 19172052 19155110 19139688 19154587 19154584
## [9] 19139711 19155131 19134513 19155142 19155156 19135359 19172091 19139726
## [17] 19135352 19154631length(early_red_cards2)## [1] 18final_filtered_data2 <- match_data_with_80_flag %>%
filter(!fixture_id %in% early_red_cards2 & !fixture_id %in% matches_with_state_change2)earleast_timestamp_filtered2 <- final_filtered_data2 %>%
group_by(fixture_id, halftime) %>%
filter(current_time == min(current_time)) %>%
ungroup()earleast_filtered_data2 <- earleast_timestamp_filtered2 %>%
mutate(
P_home = 1 / `X1`,
P_draw = 1 / X,
P_away = 1 / `X2`
)
earleast_filtered_data2 <- earleast_filtered_data2 %>%
mutate(
total_prob = P_home + P_draw + P_away,
P_home_norm = P_home / total_prob,
P_draw_norm = P_draw / total_prob,
P_away_norm = P_away / total_prob
)
earleast_filtered_data2 <- earleast_filtered_data2 %>%
mutate(
home_away_diff = P_home - P_away,
norm_home_away_diff = P_home_norm - P_away_norm
)length(unique(earleast_filtered_data2$fixture_id))## [1] 541binned_earleast_filtered2 <- earleast_filtered_data2 %>%
mutate(bin = cut(home_away_diff, bins, include.lowest = TRUE)) %>%
group_by(bin) %>%
reframe(
total_games = n(),
draw_games = sum(result == "X", na.rm = TRUE),
estimated_prob_draw = draw_games / total_games,
bin_lower = as.numeric(gsub("\\(|\\[|,.*", "", unique(bin))),
bin_upper = as.numeric(gsub(".*,|\\]|\\)", "", unique(bin))),
bin_center = (bin_lower + bin_upper) / 2
)ggplot() +
# Raw probabilities as blue points
geom_point(data = earleast_filtered_data2, aes(x = norm_home_away_diff, y = P_draw), alpha = 0.2, color = "blue") +
# Trend line using LOESS
geom_smooth(data = earleast_filtered_data2, aes(x = norm_home_away_diff, y = P_draw), method = "loess", color = "orange", se = FALSE) +
# Binned outcomes as red points
geom_point(data = binned_earleast_filtered2, aes(x = bin_center, y = estimated_prob_draw), color = "red", size = 2) +
scale_y_continuous(breaks = seq(0, 1, by = 0.10), limits = c(0, 1)) +
labs(
title = "(a) Trend and Odds with filtered data according to case 2 (earlest timestamp)",
x = "P(home win) - P(away win) (Normalized)",
y = "P(draw) (Normalized)",
color = ""
) +
theme_minimal()## `geom_smooth()` using formula = 'y ~ x'
filtered_data2 <- final_filtered_data2 %>%
mutate(
P_home = 1 / `X1`,
P_draw = 1 / X,
P_away = 1 / `X2`
)
filtered_data2 <- filtered_data2 %>%
mutate(
total_prob = P_home + P_draw + P_away,
P_home_norm = P_home / total_prob,
P_draw_norm = P_draw / total_prob,
P_away_norm = P_away / total_prob
)
filtered_data2 <- filtered_data2 %>%
mutate(
home_away_diff = P_home - P_away,
norm_home_away_diff = P_home_norm - P_away_norm
)binned_filtered2 <- filtered_data2 %>%
mutate(bin = cut(home_away_diff, bins, include.lowest = TRUE)) %>%
group_by(bin) %>%
reframe(
total_games = n(), # Total games in each bin
draw_games = sum(result == "X", na.rm = TRUE), # Number of draw games in each bin
estimated_prob_draw = draw_games / total_games, # Probability of draw
bin_lower = as.numeric(gsub("\\(|\\[|,.*", "", unique(bin))), # Lower bin boundary
bin_upper = as.numeric(gsub(".*,|\\]|\\)", "", unique(bin))), # Upper bin boundary
bin_center = (bin_lower + bin_upper) / 2 # Calculate bin center
)ggplot() +
# Raw probabilities as blue points
geom_point(data = filtered_data2, aes(x = norm_home_away_diff, y = P_draw), alpha = 0.2, color = "blue") +
# Trend line using LOESS
geom_smooth(data = filtered_data2, aes(x = norm_home_away_diff, y = P_draw), method = "loess", color = "orange", se = FALSE) +
# Binned outcomes as red points
geom_point(data = binned_filtered2, aes(x = bin_center, y = estimated_prob_draw), color = "red", size = 2) +
scale_y_continuous(breaks = seq(0, 1, by = 0.10), limits = c(0, 1)) +
labs(
title = "(a) Trend and Odds with filtered data according to case 2 (all data)",
x = "P(home win) - P(away win) (Normalized)",
y = "P(draw) (Normalized)",
color = ""
) +
theme_minimal()## `geom_smooth()` using formula = 'y ~ x'
penalty_end_of_the_game2 <- match_data_with_90_flag %>%
arrange(fixture_id, total_minute) %>%
group_by(fixture_id) %>%
mutate(
prev_penalty_home = lag(Penalties...home, default = 0),
prev_penalty_away = lag(Penalties...away, default = 0)
) %>%
filter(
total_minute >= 80 &
(
(Penalties...home > prev_penalty_home) |
(Penalties...away > prev_penalty_away)
)
) %>%
ungroup() %>%
pull(fixture_id) %>%
unique()print(penalty_end_of_the_game2)## [1] 19134527 19134532 19134626 19135302 19135335 19135347 19135350 19135372
## [9] 19135379 19139675 19139694 19154564 19154568 19154597 19155070 19155085
## [17] 19155095 19155109 19155123 19155131 19155132 19155154 19155166 19172016
## [25] 19172028 19172036 19172063 19172066 19172070 19172072 19172107 19172110length(penalty_end_of_the_game2)## [1] 32match_details <- match_data_with_90_flag %>%
filter(fixture_id == 19155123) %>%
select(fixture_id, `Penalties...away`, `Penalties...home`, total_minute, X1, X2, X) %>%
distinct()
print(match_details)## fixture_id Penalties...away Penalties...home total_minute X1 X2 X
## 1 19155123 0 0 1 1.95 3.60 3.60
## 2 19155123 0 0 2 2.00 3.50 3.60
## 3 19155123 0 0 3 2.00 3.50 3.60
## 4 19155123 0 0 4 2.00 3.60 3.60
## 5 19155123 0 0 5 2.10 3.25 3.60
## 6 19155123 0 0 8 1.66 4.75 3.75
## 7 19155123 0 0 11 2.20 3.10 3.50
## 8 19155123 0 0 12 2.20 3.10 3.50
## 9 19155123 0 0 13 2.20 3.20 3.40
## 10 19155123 0 0 14 2.20 3.20 3.40
## 11 19155123 0 0 15 2.20 3.20 3.40
## 12 19155123 0 0 16 2.20 3.20 3.40
## 13 19155123 0 0 17 2.20 3.20 3.40
## 14 19155123 0 0 18 2.10 3.40 3.40
## 15 19155123 0 0 19 2.10 3.40 3.40
## 16 19155123 0 0 20 2.10 3.40 3.25
## 17 19155123 0 0 21 2.20 3.40 3.25
## 18 19155123 0 0 22 2.20 3.40 3.25
## 19 19155123 0 0 23 2.20 3.40 3.25
## 20 19155123 0 0 24 2.20 3.40 3.20
## 21 19155123 0 0 25 2.20 3.50 3.20
## 22 19155123 0 0 26 2.20 3.50 3.20
## 23 19155123 0 0 27 2.20 3.50 3.10
## 24 19155123 0 0 28 2.25 3.40 3.10
## 25 19155123 0 0 29 2.25 3.40 3.10
## 26 19155123 0 0 30 2.25 3.40 3.00
## 27 19155123 0 0 31 2.30 3.40 3.00
## 28 19155123 0 0 32 2.37 3.25 3.00
## 29 19155123 0 0 33 5.00 1.66 3.60
## 30 19155123 0 0 34 5.00 1.72 3.60
## 31 19155123 0 0 35 4.75 1.72 3.60
## 32 19155123 0 0 36 4.75 1.80 3.60
## 33 19155123 0 0 37 4.50 1.80 3.60
## 34 19155123 0 0 38 4.75 1.80 3.60
## 35 19155123 0 0 39 4.75 1.72 3.60
## 36 19155123 0 0 40 4.75 1.72 3.60
## 37 19155123 0 0 41 4.75 1.72 3.50
## 38 19155123 0 0 42 5.00 1.72 3.50
## 39 19155123 0 0 43 5.00 1.72 3.50
## 40 19155123 0 0 44 5.00 1.72 3.50
## 41 19155123 0 0 45 5.00 1.72 3.50
## 42 19155123 0 0 46 5.00 1.72 3.50
## 43 19155123 0 0 47 5.00 1.72 3.50
## 44 19155123 0 0 48 5.50 1.72 3.50
## 45 19155123 0 0 49 5.50 1.72 3.40
## 46 19155123 0 0 50 5.50 1.72 3.40
## 47 19155123 0 0 51 5.50 1.66 3.40
## 48 19155123 0 0 52 6.00 1.66 3.40
## 49 19155123 0 0 53 6.00 1.66 3.40
## 50 19155123 0 0 54 6.00 1.66 3.40
## 51 19155123 0 0 55 6.50 1.61 3.40
## 52 19155123 0 0 56 6.50 1.61 3.40
## 53 19155123 0 0 57 6.50 1.66 3.40
## 54 19155123 0 0 58 6.50 1.66 3.40
## 55 19155123 0 0 59 6.50 1.61 3.40
## 56 19155123 0 0 60 7.00 1.61 3.40
## 57 19155123 0 0 61 2.50 4.50 2.30
## 58 19155123 0 0 62 2.62 4.75 2.20
## 59 19155123 0 0 64 2.75 4.50 2.10
## 60 19155123 0 0 65 2.75 4.50 2.10
## 61 19155123 0 0 66 2.75 4.75 2.05
## 62 19155123 0 0 67 2.87 4.75 2.00
## 63 19155123 0 0 68 2.87 4.75 2.00
## 64 19155123 0 0 69 3.00 5.00 1.90
## 65 19155123 0 0 70 3.00 5.00 1.90
## 66 19155123 0 0 71 3.00 5.00 1.90
## 67 19155123 0 0 72 3.10 5.50 1.80
## 68 19155123 0 0 73 3.25 5.50 1.80
## 69 19155123 0 0 74 3.40 5.00 1.72
## 70 19155123 0 0 75 17.00 1.36 3.60
## 71 19155123 0 0 76 19.00 1.36 3.60
## 72 19155123 0 0 77 19.00 1.36 3.60
## 73 19155123 0 0 78 21.00 1.33 3.75
## 74 19155123 0 0 79 21.00 1.33 3.75
## 75 19155123 0 0 80 23.00 1.30 3.75
## 76 19155123 0 0 81 26.00 1.30 4.00
## 77 19155123 0 0 82 29.00 1.28 4.00
## 78 19155123 0 0 83 34.00 1.25 4.33
## 79 19155123 0 0 84 23.00 1.33 3.60
## 80 19155123 0 0 85 7.00 3.50 1.57
## 81 19155123 0 1 86 6.00 7.50 1.30
## 82 19155123 0 1 87 67.00 1.14 5.50
## 83 19155123 0 1 89 81.00 1.12 6.00
## 84 19155123 0 1 91 251.00 1.05 11.00
## 85 19155123 0 1 92 451.00 1.03 15.00final_filtered_data3 <- match_data_with_90_flag %>%
filter(!fixture_id %in% early_red_cards & !fixture_id %in% matches_with_state_change & !fixture_id %in% penalty_end_of_the_game2)earleast_timestamp_filtered3 <- final_filtered_data3 %>%
group_by(fixture_id, halftime) %>%
filter(current_time == min(current_time)) %>%
ungroup()earleast_filtered_data3 <- earleast_timestamp_filtered3 %>%
mutate(
P_home = 1 / `X1`,
P_draw = 1 / X,
P_away = 1 / `X2`
)
earleast_filtered_data3 <- earleast_filtered_data3 %>%
mutate(
total_prob = P_home + P_draw + P_away,
P_home_norm = P_home / total_prob,
P_draw_norm = P_draw / total_prob,
P_away_norm = P_away / total_prob
)
earleast_filtered_data3 <- earleast_filtered_data3 %>%
mutate(
home_away_diff = P_home - P_away,
norm_home_away_diff = P_home_norm - P_away_norm
)binned_earleast_filtered3 <- earleast_filtered_data3 %>%
mutate(bin = cut(home_away_diff, bins, include.lowest = TRUE)) %>%
group_by(bin) %>%
reframe(
total_games = n(),
draw_games = sum(result == "X", na.rm = TRUE),
estimated_prob_draw = draw_games / total_games,
bin_lower = as.numeric(gsub("\\(|\\[|,.*", "", unique(bin))),
bin_upper = as.numeric(gsub(".*,|\\]|\\)", "", unique(bin))),
bin_center = (bin_lower + bin_upper) / 2
)ggplot() +
# Raw probabilities as blue points
geom_point(data = earleast_filtered_data3, aes(x = norm_home_away_diff, y = P_draw), alpha = 0.2, color = "blue") +
# Trend line using LOESS
geom_smooth(data = earleast_filtered_data3, aes(x = norm_home_away_diff, y = P_draw), method = "loess", color = "orange", se = FALSE) +
# Binned outcomes as red points
geom_point(data = binned_earleast_filtered3, aes(x = bin_center, y = estimated_prob_draw), color = "red", size = 2) +
scale_y_continuous(breaks = seq(0, 1, by = 0.10), limits = c(0, 1)) +
labs(
title = "(a) Trend and Odds with filtered data according to case 3 (earlest timestamp)",
x = "P(home win) - P(away win) (Normalized)",
y = "P(draw) (Normalized)",
color = ""
) +
theme_minimal()## `geom_smooth()` using formula = 'y ~ x'
filtered_data3 <- final_filtered_data3 %>%
mutate(
P_home = 1 / `X1`,
P_draw = 1 / X,
P_away = 1 / `X2`
)
filtered_data3 <- filtered_data3 %>%
mutate(
total_prob = P_home + P_draw + P_away,
P_home_norm = P_home / total_prob,
P_draw_norm = P_draw / total_prob,
P_away_norm = P_away / total_prob
)
filtered_data3 <- filtered_data3 %>%
mutate(
home_away_diff = P_home - P_away,
norm_home_away_diff = P_home_norm - P_away_norm
)binned_filtered3 <- filtered_data3 %>%
mutate(bin = cut(home_away_diff, bins, include.lowest = TRUE)) %>%
group_by(bin) %>%
reframe(
total_games = n(),
draw_games = sum(result == "X", na.rm = TRUE),
estimated_prob_draw = draw_games / total_games,
bin_lower = as.numeric(gsub("\\(|\\[|,.*", "", unique(bin))),
bin_upper = as.numeric(gsub(".*,|\\]|\\)", "", unique(bin))),
bin_center = (bin_lower + bin_upper) / 2
)ggplot() +
# Raw probabilities as blue points
geom_point(data = filtered_data2, aes(x = norm_home_away_diff, y = P_draw), alpha = 0.2, color = "blue") +
# Trend line using LOESS
geom_smooth(data = filtered_data2, aes(x = norm_home_away_diff, y = P_draw), method = "loess", color = "orange", se = FALSE) +
# Binned outcomes as red points
geom_point(data = binned_filtered2, aes(x = bin_center, y = estimated_prob_draw), color = "red", size = 2) +
scale_y_continuous(breaks = seq(0, 1, by = 0.10), limits = c(0, 1)) +
labs(
title = "(a) Trend and Odds with filtered data according to case 3 (all data)",
x = "P(home win) - P(away win) (Normalized)",
y = "P(draw) (Normalized)",
color = ""
) +
theme_minimal()## `geom_smooth()` using formula = 'y ~ x'
#QUESTION 3
match_data_tree <- match_data_org %>%
filter(suspended == "False" & stopped == "False")match_data_tree <- match_data_tree %>%
mutate(result = as.factor(result))colSums(is.na(match_data_tree))## fixture_id halftime
## 0 0
## current_time half_start_datetime
## 0 0
## match_start_datetime minute
## 0 0
## second latest_bookmaker_update
## 0 0
## suspended stopped
## 0 0
## X1 X2
## 0 0
## X name
## 0 0
## ticking Accurate.Crosses...away
## 0 2900
## Accurate.Crosses...home Assists...away
## 2879 26239
## Assists...home Attacks...away
## 26237 38
## Attacks...home Ball.Possession.....away
## 32 23
## Ball.Possession.....home Ball.Safe...away
## 22 21456
## Ball.Safe...home Challenges...away
## 21452 4492
## Challenges...home Corners...away
## 4485 73
## Corners...home Counter.Attacks...away
## 65 36836
## Counter.Attacks...home Dangerous.Attacks...away
## 36834 51
## Dangerous.Attacks...home Dribble.Attempts...away
## 45 7466
## Dribble.Attempts...home Fouls...away
## 7441 1566
## Fouls...home Free.Kicks...away
## 1555 51075
## Free.Kicks...home Goal.Attempts...away
## 51075 25309
## Goal.Attempts...home Goal.Kicks...away
## 25302 4376
## Goal.Kicks...home Goals...away
## 4369 38
## Goals...home Headers...away
## 36 9678
## Headers...home Hit.Woodwork...away
## 9672 194
## Hit.Woodwork...home Injuries...away
## 173 41602
## Injuries...home Interceptions...away
## 41600 4077
## Interceptions...home Key.Passes...away
## 4056 5248
## Key.Passes...home Long.Passes...away
## 5244 5077
## Long.Passes...home Offsides...away
## 5067 16710
## Offsides...home Passes...away
## 16705 290
## Passes...home Penalties...away
## 276 77
## Penalties...home Redcards...away
## 70 64
## Redcards...home Saves...away
## 55 10188
## Saves...home Score.Change...away
## 10178 0
## Score.Change...home Shots.Blocked...away
## 0 225
## Shots.Blocked...home Shots.Insidebox...away
## 213 256
## Shots.Insidebox...home Shots.Off.Target...away
## 237 35
## Shots.Off.Target...home Shots.On.Target...away
## 28 34
## Shots.On.Target...home Shots.Outsidebox...away
## 28 261
## Shots.Outsidebox...home Shots.Total...away
## 238 0
## Shots.Total...home Substitutions...away
## 0 83
## Substitutions...home Successful.Dribbles...away
## 73 5076
## Successful.Dribbles...home Successful.Headers...away
## 5059 9694
## Successful.Headers...home Successful.Interceptions...away
## 9684 2561
## Successful.Interceptions...home Successful.Passes...away
## 2556 386
## Successful.Passes...home Successful.Passes.Percentage...away
## 383 152
## Successful.Passes.Percentage...home Tackles...away
## 150 1869
## Tackles...home Throwins...away
## 1858 1082
## Throwins...home Total.Crosses...away
## 1075 2127
## Total.Crosses...home Yellowcards...away
## 2116 78
## Yellowcards...home Yellowred.Cards...away
## 67 21284
## Yellowred.Cards...home current_state
## 21277 0
## final_score result
## 0 0# Fill in missing values
cleaned_data <- match_data_tree %>%
group_by(fixture_id) %>%
mutate(across(
where(is.numeric), # Only apply to numeric columns
~ {
# 1. If all values are NA, fill with 0
if (all(is.na(.))) {
return(rep(0, length(.)))
}
# 2. If there are NA values at the start, fill with 0
filled <- replace_na(.x, 0)
# 3. Apply both forward and backward filling
filled <- zoo::na.locf(filled, na.rm = FALSE) # Forward fill
filled <- zoo::na.locf(filled, fromLast = TRUE, na.rm = FALSE) # Backward fill
# 4. Fill remaining NA values at the end with the last non-NA value
filled <- replace_na(filled, last(filled[!is.na(filled)]))
return(filled)
}
)) %>%
ungroup()
head(cleaned_data)## # A tibble: 6 × 106
## fixture_id halftime current_time half_start_datetime match_start_datetime
## <dbl> <chr> <chr> <chr> <chr>
## 1 19172016 1st-half 2024-08-09 18:11… 2024-08-09 18:01:37 2024-08-09 18:01:37
## 2 19172016 1st-half 2024-08-09 18:27… 2024-08-09 18:01:37 2024-08-09 18:01:37
## 3 19172016 1st-half 2024-08-09 18:28… 2024-08-09 18:01:37 2024-08-09 18:01:37
## 4 19172016 1st-half 2024-08-09 18:29… 2024-08-09 18:01:37 2024-08-09 18:01:37
## 5 19172016 1st-half 2024-08-09 18:34… 2024-08-09 18:01:37 2024-08-09 18:01:37
## 6 19172016 1st-half 2024-08-09 18:35… 2024-08-09 18:01:37 2024-08-09 18:01:37
## # ℹ 101 more variables: minute <int>, second <int>,
## # latest_bookmaker_update <chr>, suspended <chr>, stopped <chr>, X1 <dbl>,
## # X2 <dbl>, X <dbl>, name <chr>, ticking <chr>,
## # Accurate.Crosses...away <dbl>, Accurate.Crosses...home <dbl>,
## # Assists...away <dbl>, Assists...home <dbl>, Attacks...away <dbl>,
## # Attacks...home <dbl>, Ball.Possession.....away <dbl>,
## # Ball.Possession.....home <dbl>, Ball.Safe...away <dbl>, …colSums(is.na(cleaned_data))## fixture_id halftime
## 0 0
## current_time half_start_datetime
## 0 0
## match_start_datetime minute
## 0 0
## second latest_bookmaker_update
## 0 0
## suspended stopped
## 0 0
## X1 X2
## 0 0
## X name
## 0 0
## ticking Accurate.Crosses...away
## 0 0
## Accurate.Crosses...home Assists...away
## 0 0
## Assists...home Attacks...away
## 0 0
## Attacks...home Ball.Possession.....away
## 0 0
## Ball.Possession.....home Ball.Safe...away
## 0 0
## Ball.Safe...home Challenges...away
## 0 0
## Challenges...home Corners...away
## 0 0
## Corners...home Counter.Attacks...away
## 0 0
## Counter.Attacks...home Dangerous.Attacks...away
## 0 0
## Dangerous.Attacks...home Dribble.Attempts...away
## 0 0
## Dribble.Attempts...home Fouls...away
## 0 0
## Fouls...home Free.Kicks...away
## 0 0
## Free.Kicks...home Goal.Attempts...away
## 0 0
## Goal.Attempts...home Goal.Kicks...away
## 0 0
## Goal.Kicks...home Goals...away
## 0 0
## Goals...home Headers...away
## 0 0
## Headers...home Hit.Woodwork...away
## 0 0
## Hit.Woodwork...home Injuries...away
## 0 0
## Injuries...home Interceptions...away
## 0 0
## Interceptions...home Key.Passes...away
## 0 0
## Key.Passes...home Long.Passes...away
## 0 0
## Long.Passes...home Offsides...away
## 0 0
## Offsides...home Passes...away
## 0 0
## Passes...home Penalties...away
## 0 0
## Penalties...home Redcards...away
## 0 0
## Redcards...home Saves...away
## 0 0
## Saves...home Score.Change...away
## 0 0
## Score.Change...home Shots.Blocked...away
## 0 0
## Shots.Blocked...home Shots.Insidebox...away
## 0 0
## Shots.Insidebox...home Shots.Off.Target...away
## 0 0
## Shots.Off.Target...home Shots.On.Target...away
## 0 0
## Shots.On.Target...home Shots.Outsidebox...away
## 0 0
## Shots.Outsidebox...home Shots.Total...away
## 0 0
## Shots.Total...home Substitutions...away
## 0 0
## Substitutions...home Successful.Dribbles...away
## 0 0
## Successful.Dribbles...home Successful.Headers...away
## 0 0
## Successful.Headers...home Successful.Interceptions...away
## 0 0
## Successful.Interceptions...home Successful.Passes...away
## 0 0
## Successful.Passes...home Successful.Passes.Percentage...away
## 0 0
## Successful.Passes.Percentage...home Tackles...away
## 0 0
## Tackles...home Throwins...away
## 0 0
## Throwins...home Total.Crosses...away
## 0 0
## Total.Crosses...home Yellowcards...away
## 0 0
## Yellowcards...home Yellowred.Cards...away
## 0 0
## Yellowred.Cards...home current_state
## 0 0
## final_score result
## 0 0unnecessary_cols <- c(
"fixture_id", "half_start_datetime", "match_start_datetime",
"latest_bookmaker_update", "name",
"current_time", "minute", "second", "suspended", "stopped",
"ticking", "final_score", "Score.Change...away",
"Score.Change...home"
)cleaned_data <- cleaned_data %>%
mutate(
total_minute = case_when(
halftime == "1st-half" ~ minute,
halftime == "2nd-half" ~ 45 + minute
)
)
cleaned_data$result <- as.factor(cleaned_data$result)
cleaned_data2 <- cleaned_data[, !(names(cleaned_data) %in% unnecessary_cols)]cleaned_data2$halftime <- ifelse(cleaned_data2$halftime == "1st-half", 1,
ifelse(cleaned_data2$halftime == "2nd-half", 2, NA))
cleaned_data2$current_state <- ifelse(cleaned_data2$current_state == "X" | cleaned_data2$current_state == "",
0,
cleaned_data2$current_state)
cleaned_data2$result <- ifelse(cleaned_data2$result == "X", 0, cleaned_data2$result)cleaned_data2$current_state <- as.numeric(cleaned_data2$current_state)
cleaned_data2$result <- as.factor(cleaned_data2$result)pca_data <- cleaned_data2[, !(names(cleaned_data2) %in% "result")]pca <- prcomp(pca_data, center = TRUE, scale. = TRUE)summary(pca)## Importance of components:
## PC1 PC2 PC3 PC4 PC5 PC6 PC7
## Standard deviation 6.104 2.57082 1.63280 1.55633 1.49362 1.4483 1.38865
## Proportion of Variance 0.405 0.07184 0.02898 0.02633 0.02425 0.0228 0.02096
## Cumulative Proportion 0.405 0.47680 0.50578 0.53211 0.55636 0.5792 0.60012
## PC8 PC9 PC10 PC11 PC12 PC13 PC14
## Standard deviation 1.33275 1.30790 1.23607 1.17586 1.15552 1.09050 1.06974
## Proportion of Variance 0.01931 0.01859 0.01661 0.01503 0.01451 0.01293 0.01244
## Cumulative Proportion 0.61942 0.63802 0.65462 0.66965 0.68417 0.69709 0.70953
## PC15 PC16 PC17 PC18 PC19 PC20 PC21
## Standard deviation 1.04301 1.02305 1.0058 0.98644 0.98008 0.9590 0.95720
## Proportion of Variance 0.01182 0.01138 0.0110 0.01058 0.01044 0.0100 0.00996
## Cumulative Proportion 0.72136 0.73273 0.7437 0.75431 0.76475 0.7747 0.78470
## PC22 PC23 PC24 PC25 PC26 PC27 PC28
## Standard deviation 0.93345 0.90712 0.89690 0.86897 0.86455 0.85383 0.83510
## Proportion of Variance 0.00947 0.00894 0.00874 0.00821 0.00812 0.00792 0.00758
## Cumulative Proportion 0.79417 0.80312 0.81186 0.82007 0.82819 0.83612 0.84370
## PC29 PC30 PC31 PC32 PC33 PC34 PC35
## Standard deviation 0.82857 0.81893 0.80969 0.78766 0.77371 0.76941 0.75931
## Proportion of Variance 0.00746 0.00729 0.00713 0.00674 0.00651 0.00643 0.00627
## Cumulative Proportion 0.85116 0.85845 0.86558 0.87232 0.87883 0.88526 0.89153
## PC36 PC37 PC38 PC39 PC40 PC41 PC42
## Standard deviation 0.74228 0.71565 0.70345 0.69623 0.67019 0.66064 0.64789
## Proportion of Variance 0.00599 0.00557 0.00538 0.00527 0.00488 0.00474 0.00456
## Cumulative Proportion 0.89752 0.90308 0.90846 0.91373 0.91861 0.92336 0.92792
## PC43 PC44 PC45 PC46 PC47 PC48 PC49
## Standard deviation 0.6365 0.61518 0.60613 0.59329 0.58259 0.56212 0.54194
## Proportion of Variance 0.0044 0.00411 0.00399 0.00383 0.00369 0.00343 0.00319
## Cumulative Proportion 0.9323 0.93644 0.94043 0.94426 0.94794 0.95138 0.95457
## PC50 PC51 PC52 PC53 PC54 PC55 PC56
## Standard deviation 0.52250 0.51580 0.49200 0.48239 0.47782 0.45444 0.45250
## Proportion of Variance 0.00297 0.00289 0.00263 0.00253 0.00248 0.00224 0.00223
## Cumulative Proportion 0.95754 0.96043 0.96306 0.96559 0.96807 0.97032 0.97254
## PC57 PC58 PC59 PC60 PC61 PC62 PC63
## Standard deviation 0.44528 0.43872 0.42080 0.41492 0.39908 0.38737 0.37827
## Proportion of Variance 0.00216 0.00209 0.00192 0.00187 0.00173 0.00163 0.00156
## Cumulative Proportion 0.97470 0.97679 0.97872 0.98059 0.98232 0.98395 0.98550
## PC64 PC65 PC66 PC67 PC68 PC69 PC70
## Standard deviation 0.35684 0.35319 0.34441 0.33899 0.30772 0.29699 0.2874
## Proportion of Variance 0.00138 0.00136 0.00129 0.00125 0.00103 0.00096 0.0009
## Cumulative Proportion 0.98689 0.98824 0.98953 0.99078 0.99181 0.99277 0.9937
## PC71 PC72 PC73 PC74 PC75 PC76 PC77
## Standard deviation 0.27743 0.25611 0.23995 0.23801 0.22361 0.21758 0.19642
## Proportion of Variance 0.00084 0.00071 0.00063 0.00062 0.00054 0.00051 0.00042
## Cumulative Proportion 0.99451 0.99522 0.99584 0.99646 0.99700 0.99752 0.99794
## PC78 PC79 PC80 PC81 PC82 PC83 PC84
## Standard deviation 0.18903 0.17829 0.1670 0.15376 0.14102 0.11440 0.10502
## Proportion of Variance 0.00039 0.00035 0.0003 0.00026 0.00022 0.00014 0.00012
## Cumulative Proportion 0.99833 0.99867 0.9990 0.99923 0.99945 0.99959 0.99971
## PC85 PC86 PC87 PC88 PC89 PC90 PC91
## Standard deviation 0.10357 0.07148 0.05878 0.05173 0.04634 0.04048 0.02403
## Proportion of Variance 0.00012 0.00006 0.00004 0.00003 0.00002 0.00002 0.00001
## Cumulative Proportion 0.99983 0.99988 0.99992 0.99995 0.99997 0.99999 1.00000
## PC92
## Standard deviation 0.01992
## Proportion of Variance 0.00000
## Cumulative Proportion 1.00000loadings <- pca$rotation
print(loadings)## PC1 PC2 PC3
## halftime 0.140890346 0.0003937315 -0.0361781836
## X1 0.045428286 -0.0706455319 0.1654955354
## X2 0.055723107 0.0790265524 -0.0143565407
## X 0.047933223 0.0268371638 0.1951978050
## Accurate.Crosses...away 0.101827040 -0.1348276434 0.0295671047
## Accurate.Crosses...home 0.111244825 0.1345636114 0.0309652558
## Assists...away 0.065411154 -0.0383556645 0.3643017596
## Assists...home 0.065646618 0.0541053173 0.1361817470
## Attacks...away 0.142939814 -0.1219597515 -0.0762541510
## Attacks...home 0.142618478 0.1268300501 -0.0119512243
## Ball.Possession.....away -0.001812460 -0.2711805144 -0.1453117152
## Ball.Possession.....home 0.002567277 0.2710542075 0.1468236425
## Ball.Safe...away 0.114832619 -0.0160387420 -0.0711147854
## Ball.Safe...home 0.113665734 -0.0025953891 -0.0593147491
## Challenges...away 0.118624264 0.0350489860 -0.0573144095
## Challenges...home 0.120066839 -0.0484106418 -0.0914006198
## Corners...away 0.100361889 -0.1644628393 -0.0009382095
## Corners...home 0.105901222 0.1576352341 0.0386355463
## Counter.Attacks...away 0.047541372 -0.0363792048 0.1206782042
## Counter.Attacks...home 0.047216553 -0.0565118192 0.0157941445
## Dangerous.Attacks...away 0.125919335 -0.1817189928 -0.0183534427
## Dangerous.Attacks...home 0.130060388 0.1643573281 0.0316784981
## Dribble.Attempts...away 0.132913321 -0.0544169203 -0.0287410855
## Dribble.Attempts...home 0.132227236 0.0540029815 -0.0233586227
## Fouls...away 0.126391692 0.0138897064 -0.0451956028
## Fouls...home 0.130225270 -0.0316391491 -0.0798404496
## Free.Kicks...away 0.025105918 -0.0819808937 0.0888802429
## Free.Kicks...home 0.024239684 -0.0690551910 0.0920471655
## Goal.Attempts...away 0.101776119 -0.1056528631 0.0634930275
## Goal.Attempts...home 0.103527689 0.0947419264 -0.0220706763
## Goal.Kicks...away 0.114456746 0.1283097188 -0.0547066840
## Goal.Kicks...home 0.114127949 -0.1241371778 -0.0910359499
## Goals...away 0.074978317 -0.0423759007 0.3884228619
## Goals...home 0.076468036 0.0617244816 0.1551702228
## Headers...away 0.118387359 0.0211100524 -0.1591712974
## Headers...home 0.117058290 0.0360411898 -0.1643815247
## Hit.Woodwork...away 0.040880655 -0.0695398305 0.0464032260
## Hit.Woodwork...home 0.040667969 0.0608070719 0.0258285960
## Injuries...away 0.057542292 0.0069168384 -0.0282915865
## Injuries...home 0.054596728 -0.0152315165 -0.0422817973
## Interceptions...away 0.118542843 0.0356694353 -0.0568632264
## Interceptions...home 0.119771447 -0.0488536708 -0.0917851474
## Key.Passes...away 0.125351425 -0.1746830477 0.1295092061
## Key.Passes...home 0.130136514 0.1666746833 0.0371393574
## Long.Passes...away 0.126707895 -0.0395743233 -0.0492820530
## Long.Passes...home 0.126606410 0.0418236928 -0.0145998733
## Offsides...away 0.070396738 -0.0101639428 -0.0124590814
## Offsides...home 0.069851068 -0.0133985702 0.0277605388
## Passes...away 0.137421426 -0.1385633539 -0.0345473148
## Passes...home 0.140047719 0.1228096458 0.0521548499
## Penalties...away 0.027279043 0.0005620005 0.0728583297
## Penalties...home 0.031410079 0.0225273620 0.0812783318
## Redcards...away 0.026743115 0.0613011786 -0.0423886729
## Redcards...home 0.022521714 -0.0647159074 -0.0477498770
## Saves...away 0.101826713 0.1270123964 0.0578379461
## Saves...home 0.095081124 -0.1497985391 0.1179487743
## Shots.Blocked...away 0.096771504 -0.1336551136 0.0255252476
## Shots.Blocked...home 0.097432226 0.1512405361 0.0057863472
## Shots.Insidebox...away 0.119254991 -0.1682394537 0.1535028710
## Shots.Insidebox...home 0.122861414 0.1578789024 0.0463121444
## Shots.Off.Target...away 0.109113957 -0.1438748070 0.0026937256
## Shots.Off.Target...home 0.114927611 0.1314773660 -0.0407597055
## Shots.On.Target...away 0.108245650 -0.1355077626 0.2569793518
## Shots.On.Target...home 0.113548035 0.1268351151 0.1087896014
## Shots.Outsidebox...away 0.105194944 -0.1212187758 0.0220350034
## Shots.Outsidebox...home 0.108679339 0.1254821346 -0.0206528419
## Shots.Total...away 0.130742653 -0.1728758458 0.1189248333
## Shots.Total...home 0.133756606 0.1680761792 0.0282670889
## Substitutions...away 0.125494047 0.0146474995 -0.0562944241
## Substitutions...home 0.124124343 -0.0134446164 -0.0060852043
## Successful.Dribbles...away 0.112877875 -0.0714910804 -0.0154444696
## Successful.Dribbles...home 0.114577022 0.0677871651 -0.0168577662
## Successful.Headers...away 0.115623236 0.0111379481 -0.1641371496
## Successful.Headers...home 0.115496606 0.0453476652 -0.1538635778
## Successful.Interceptions...away 0.134231022 0.0262330565 -0.0556069182
## Successful.Interceptions...home 0.134067929 -0.0349457545 -0.0701317173
## Successful.Passes...away 0.128625706 -0.1602561455 -0.0190709397
## Successful.Passes...home 0.132345640 0.1396194554 0.0765074625
## Successful.Passes.Percentage...away 0.025892142 -0.1522594178 0.0265715589
## Successful.Passes.Percentage...home 0.027506136 0.1261822144 0.1990644814
## Tackles...away 0.135375754 0.0300675151 -0.0364728622
## Tackles...home 0.135898345 -0.0302861225 -0.0512873596
## Throwins...away 0.130578410 -0.0309582549 -0.1296997744
## Throwins...home 0.126649511 0.0668258271 -0.0768174374
## Total.Crosses...away 0.121725119 -0.1577763586 -0.0558888411
## Total.Crosses...home 0.127505079 0.1471156247 0.0176091850
## Yellowcards...away 0.095448029 0.0452099520 -0.0260302895
## Yellowcards...home 0.092559115 -0.0356145894 -0.0289471261
## Yellowred.Cards...away 0.015378078 0.0556383057 -0.0496314737
## Yellowred.Cards...home 0.010265081 -0.0246796924 -0.0654891419
## current_state 0.051177511 -0.0354928492 0.2808041648
## total_minute 0.160381716 0.0003106340 -0.0162369291
## PC4 PC5 PC6
## halftime 0.010587237 -0.0075666868 0.0182332159
## X1 0.180300861 0.1303537097 -0.0818865604
## X2 -0.256512001 0.0615806392 0.0053857347
## X -0.151128436 0.1762904782 -0.0671893918
## Accurate.Crosses...away 0.043727406 -0.0196437080 0.0612718625
## Accurate.Crosses...home -0.023034084 0.0001488841 -0.0877203198
## Assists...away 0.125298618 0.1638618063 -0.1610412187
## Assists...home -0.313295004 0.0763155531 -0.0031309735
## Attacks...away -0.025007361 0.0004858912 -0.0187036642
## Attacks...home 0.070512036 -0.0349856797 0.0162805623
## Ball.Possession.....away -0.248067919 0.1271627558 -0.2540729938
## Ball.Possession.....home 0.247507964 -0.1293556051 0.2541716324
## Ball.Safe...away -0.087372793 0.2207590939 0.2988004422
## Ball.Safe...home -0.053847548 0.2107719668 0.3332949668
## Challenges...away 0.109734779 -0.0150808854 0.0586294707
## Challenges...home -0.016678750 -0.0447921379 -0.0419470960
## Corners...away 0.015504934 -0.0809471056 0.0519235868
## Corners...home -0.037067542 -0.0554785612 -0.0711026345
## Counter.Attacks...away -0.019077679 -0.2161770458 0.0565081836
## Counter.Attacks...home -0.141719157 -0.2228245094 0.0718528807
## Dangerous.Attacks...away -0.040483621 -0.0707872305 0.0258515135
## Dangerous.Attacks...home 0.010365507 -0.0647268357 -0.0198730270
## Dribble.Attempts...away -0.028515761 -0.0582135417 0.0013223738
## Dribble.Attempts...home -0.015675470 -0.0676995854 0.0293932505
## Fouls...away 0.088336414 -0.0209796656 -0.0043565172
## Fouls...home 0.005591787 -0.0247132523 -0.0247542233
## Free.Kicks...away -0.094824479 -0.3445609345 0.0359347883
## Free.Kicks...home -0.086864392 -0.3356440134 0.0394189259
## Goal.Attempts...away -0.006979293 0.2111585843 0.2874413501
## Goal.Attempts...home -0.172357414 0.2096468503 0.2226266901
## Goal.Kicks...away 0.026443834 0.0018188124 -0.0681490806
## Goal.Kicks...home 0.031495418 -0.0339293988 0.0245242534
## Goals...away 0.130772909 0.1875086902 -0.1410319272
## Goals...home -0.320592250 0.0936560944 -0.0249374785
## Headers...away 0.180365325 0.0993271194 -0.1513449924
## Headers...home 0.163149117 0.1125612208 -0.1925027946
## Hit.Woodwork...away 0.045317053 -0.0675742995 0.0302822033
## Hit.Woodwork...home -0.085831702 -0.0477465684 -0.0326434853
## Injuries...away 0.002185605 0.2225826947 0.2480501624
## Injuries...home -0.056623889 0.1641668149 0.2641324690
## Interceptions...away 0.111632687 -0.0148015540 0.0583074836
## Interceptions...home -0.016630901 -0.0446566616 -0.0427988953
## Key.Passes...away 0.063276155 -0.0344660886 0.0231296986
## Key.Passes...home -0.120037670 -0.0171243862 -0.0698423910
## Long.Passes...away 0.008461373 0.0196450752 -0.0074427782
## Long.Passes...home 0.035887234 0.0021785390 -0.0028063375
## Offsides...away -0.035181109 0.0175029291 0.0223769098
## Offsides...home -0.030165817 0.0059669353 -0.0598984014
## Passes...away -0.086441097 -0.0139769375 -0.0537544011
## Passes...home 0.065372397 -0.0818014672 0.0682498692
## Penalties...away 0.041059335 0.0736518361 0.0117489287
## Penalties...home -0.088421472 0.0610763255 -0.0663204422
## Redcards...away -0.009541652 0.0749361925 -0.0204554439
## Redcards...home 0.025051213 0.0647737666 0.0340017131
## Saves...away -0.100973523 -0.0486650172 -0.0703773851
## Saves...home 0.016471412 -0.0319000391 0.0780471515
## Shots.Blocked...away 0.025283710 -0.0889794175 0.0313683616
## Shots.Blocked...home -0.034053013 -0.0457332712 -0.0671823616
## Shots.Insidebox...away 0.073974701 -0.0145552227 0.0214243852
## Shots.Insidebox...home -0.148687386 0.0013811851 -0.0763227480
## Shots.Off.Target...away 0.071104650 -0.0356959865 0.0422911279
## Shots.Off.Target...home -0.032809730 0.0194052486 -0.0798120298
## Shots.On.Target...away 0.068700290 0.0541532312 -0.0017321603
## Shots.On.Target...home -0.214275296 0.0015298455 -0.0624746640
## Shots.Outsidebox...away 0.043347813 -0.0342228464 0.0436948382
## Shots.Outsidebox...home -0.017951123 -0.0048347928 -0.0632583916
## Shots.Total...away 0.069778632 -0.0279329520 0.0310349728
## Shots.Total...home -0.115107278 -0.0087737407 -0.0859887544
## Substitutions...away -0.045891718 0.0373200354 0.0211954203
## Substitutions...home 0.053907194 0.0445096012 0.0051218118
## Successful.Dribbles...away -0.017276120 -0.0424405898 -0.0121832309
## Successful.Dribbles...home -0.026946015 -0.0436631886 0.0170660477
## Successful.Headers...away 0.174195299 0.1008910960 -0.1666545868
## Successful.Headers...home 0.163462881 0.1069310788 -0.1732086520
## Successful.Interceptions...away 0.052584678 -0.0666702114 0.0208399697
## Successful.Interceptions...home -0.011170776 -0.0530229608 -0.0296872298
## Successful.Passes...away -0.108682866 -0.0183736676 -0.0538574145
## Successful.Passes...home 0.059650637 -0.0954926726 0.0809356873
## Successful.Passes.Percentage...away -0.215719319 -0.0210028794 -0.1417006831
## Successful.Passes.Percentage...home 0.082648057 -0.1799319911 0.1811607870
## Tackles...away 0.024978163 -0.0887050101 0.0398655710
## Tackles...home -0.029614044 -0.0655600563 -0.0003144414
## Throwins...away 0.030412838 -0.0072215031 -0.0229770276
## Throwins...home 0.097797605 0.0074324707 -0.0175875436
## Total.Crosses...away -0.001419111 -0.0240560867 0.0362418158
## Total.Crosses...home 0.044808908 -0.0182884821 -0.0744917082
## Yellowcards...away -0.001609720 -0.0001434199 -0.0194868405
## Yellowcards...home -0.020542752 -0.0530525974 -0.0067888657
## Yellowred.Cards...away -0.006795759 0.1197933646 0.0274432104
## Yellowred.Cards...home 0.008127587 0.0409154697 0.0777532145
## current_state 0.126354173 0.1704631372 -0.1627591711
## total_minute 0.007761169 -0.0234003569 -0.0045626867
## PC7 PC8 PC9
## halftime -0.029023703 0.0042186093 -0.014544696
## X1 -0.207073730 0.1242598060 -0.017844399
## X2 0.246799742 0.2769634458 -0.003252671
## X 0.073868183 0.3623316874 -0.054277291
## Accurate.Crosses...away 0.203202687 -0.0691344574 0.006019956
## Accurate.Crosses...home -0.002410378 -0.1671567296 0.035582992
## Assists...away -0.138610545 0.0410186486 0.012831016
## Assists...home 0.230118120 0.2051111927 -0.034500043
## Attacks...away -0.002383978 0.0255611738 -0.053265459
## Attacks...home -0.029630322 0.0400233990 -0.049101564
## Ball.Possession.....away -0.174094646 -0.0821917596 -0.019743702
## Ball.Possession.....home 0.173614477 0.0808778194 0.016516367
## Ball.Safe...away -0.171719115 -0.0483545496 0.044183901
## Ball.Safe...home -0.132479583 -0.0239073063 0.050228201
## Challenges...away -0.039306160 0.1103105001 -0.173467981
## Challenges...home -0.078391435 0.0417993091 -0.077479860
## Corners...away 0.138460633 -0.0519511217 0.059859178
## Corners...home -0.037188948 -0.1396978642 0.005299184
## Counter.Attacks...away -0.068218312 0.0026929489 -0.020731751
## Counter.Attacks...home -0.043816480 -0.0005824521 -0.051926445
## Dangerous.Attacks...away 0.057867498 0.0111491244 0.004795440
## Dangerous.Attacks...home -0.078471255 -0.0423384572 -0.007302508
## Dribble.Attempts...away -0.064989252 0.0389517550 -0.089236401
## Dribble.Attempts...home -0.042802390 0.0787616045 -0.112367007
## Fouls...away 0.007978056 0.0932462608 0.014727286
## Fouls...home -0.042788173 0.0856279670 -0.012068192
## Free.Kicks...away -0.241624629 0.2138640163 0.406868293
## Free.Kicks...home -0.243960424 0.2260461566 0.412032285
## Goal.Attempts...away -0.069860838 -0.1092865263 0.070934360
## Goal.Attempts...home -0.095396998 -0.1345512007 0.089619997
## Goal.Kicks...away -0.042021793 -0.0857202594 0.048734849
## Goal.Kicks...home 0.126904933 -0.0010349054 0.010904692
## Goals...away -0.136600520 0.0315911589 0.037832935
## Goals...home 0.273550752 0.1840333559 -0.007353719
## Headers...away 0.111171132 0.0884030372 0.155338807
## Headers...home 0.058377781 0.0581893153 0.147188888
## Hit.Woodwork...away 0.001694174 -0.0689813278 0.050135047
## Hit.Woodwork...home -0.070708925 -0.1001298302 0.037722362
## Injuries...away -0.136231322 0.0465044583 0.032404777
## Injuries...home -0.141377823 0.0814345559 0.069082100
## Interceptions...away -0.039648576 0.1098310455 -0.174295451
## Interceptions...home -0.078211531 0.0415674614 -0.077089490
## Key.Passes...away 0.114769465 -0.1226439867 0.037127894
## Key.Passes...home 0.007141788 -0.1451700593 0.038825516
## Long.Passes...away -0.001658901 0.0057766899 -0.082462533
## Long.Passes...home 0.010217106 0.0272175294 -0.042916015
## Offsides...away 0.014709496 0.0075257351 -0.074218608
## Offsides...home -0.034897407 0.0483699499 -0.020037358
## Passes...away -0.073242245 -0.0042684517 -0.082427471
## Passes...home 0.004697876 0.0245851587 -0.074191245
## Penalties...away 0.014092388 0.0068261969 -0.012903607
## Penalties...home 0.093536392 0.0457855519 0.125564442
## Redcards...away 0.066102735 -0.0287361699 0.281975540
## Redcards...home 0.118991379 0.0239791171 0.138235870
## Saves...away -0.003733896 -0.1667582356 0.034423615
## Saves...home 0.079049498 -0.1434405293 -0.014849818
## Shots.Blocked...away 0.159058792 -0.1068845109 0.088935927
## Shots.Blocked...home -0.075575217 -0.1496333053 0.014125233
## Shots.Insidebox...away 0.090955197 -0.1029562357 0.034318531
## Shots.Insidebox...home 0.022570518 -0.1449408968 0.044394865
## Shots.Off.Target...away 0.169847023 -0.0792299903 0.020643420
## Shots.Off.Target...home -0.047411121 -0.1687583796 0.065951920
## Shots.On.Target...away 0.005317395 -0.1025600164 0.007902106
## Shots.On.Target...home 0.101750232 -0.0562673769 0.026097404
## Shots.Outsidebox...away 0.156495383 -0.0988902058 0.063690241
## Shots.Outsidebox...home -0.065962793 -0.1037670581 0.044360702
## Shots.Total...away 0.138119499 -0.1193627327 0.047287854
## Shots.Total...home -0.007255342 -0.1541901321 0.045652897
## Substitutions...away 0.034519557 0.0975537662 0.013003663
## Substitutions...home 0.004216625 0.0675258146 0.019167568
## Successful.Dribbles...away -0.057865086 0.0253219754 -0.067577349
## Successful.Dribbles...home -0.028207062 0.0651523188 -0.064325924
## Successful.Headers...away 0.080839333 0.0785629985 0.144828899
## Successful.Headers...home 0.082988665 0.0631977215 0.151370616
## Successful.Interceptions...away -0.055104160 0.1098644755 -0.117579231
## Successful.Interceptions...home -0.069137166 0.0805041936 -0.079912067
## Successful.Passes...away -0.079903222 -0.0170627853 -0.088278223
## Successful.Passes...home 0.006504116 0.0152920294 -0.079704722
## Successful.Passes.Percentage...away -0.142400447 -0.1298743971 -0.141639694
## Successful.Passes.Percentage...home 0.080956856 -0.0188695110 -0.110606349
## Tackles...away -0.057622443 0.0923457675 -0.105114957
## Tackles...home -0.066073825 0.0556122035 -0.076706748
## Throwins...away -0.014345054 0.0875647568 -0.058854941
## Throwins...home -0.057910202 0.0838090739 -0.052006794
## Total.Crosses...away 0.167585809 -0.0142526773 0.013113803
## Total.Crosses...home -0.052141653 -0.1048854174 0.013091999
## Yellowcards...away -0.007674693 0.0681853402 0.184472985
## Yellowcards...home 0.008701082 0.0786699456 0.114383160
## Yellowred.Cards...away -0.008708183 -0.0717467695 0.294185671
## Yellowred.Cards...home 0.069636220 0.0603295439 0.154253689
## current_state -0.123887135 0.1208386251 -0.030137725
## total_minute -0.010670650 0.0265038615 -0.031234922
## PC10 PC11 PC12
## halftime -8.512313e-03 0.0147121931 -0.0179808330
## X1 1.207579e-01 -0.2050960571 0.2088506692
## X2 7.064134e-02 -0.0029408219 0.1757773431
## X 7.028849e-02 -0.1098463387 0.2506404742
## Accurate.Crosses...away 4.256039e-05 -0.0219232936 -0.0307134237
## Accurate.Crosses...home -3.716481e-02 -0.0724888460 -0.0190309353
## Assists...away -1.531230e-02 0.0305312967 -0.0673346855
## Assists...home -6.417582e-02 0.0812033165 -0.1655594585
## Attacks...away 2.854094e-02 0.0266876769 0.0135219546
## Attacks...home 2.559837e-02 0.0060422885 -0.0114327710
## Ball.Possession.....away 1.473835e-02 -0.0376126987 -0.0093006538
## Ball.Possession.....home -1.235232e-02 0.0399576482 0.0055574548
## Ball.Safe...away -7.739120e-02 0.0144822583 0.0468578686
## Ball.Safe...home -7.838874e-02 0.0145270360 0.0417989296
## Challenges...away 1.891055e-02 0.0875272827 -0.1187143645
## Challenges...home 3.438668e-02 0.1096382537 -0.1018000587
## Corners...away -2.911006e-02 0.0338758126 0.0180017587
## Corners...home -1.008654e-02 -0.0977016717 -0.0722486754
## Counter.Attacks...away -4.754073e-02 -0.2537314042 0.4397869860
## Counter.Attacks...home -3.940187e-02 -0.2381993297 0.4277455107
## Dangerous.Attacks...away 2.014914e-02 -0.0092988352 -0.0007503846
## Dangerous.Attacks...home 3.296209e-02 -0.0274378482 0.0010417530
## Dribble.Attempts...away 6.655351e-02 0.0690135793 0.0147827402
## Dribble.Attempts...home 6.465690e-02 -0.0248628649 -0.0249610077
## Fouls...away 2.419823e-02 -0.0051181719 0.0277290763
## Fouls...home 3.559586e-02 -0.0068026121 -0.0342869044
## Free.Kicks...away -1.348772e-01 0.0745494386 -0.1164089168
## Free.Kicks...home -1.377452e-01 0.0816872274 -0.1077484081
## Goal.Attempts...away -1.205094e-01 0.0440905174 0.0342021117
## Goal.Attempts...home -1.257019e-01 -0.0262162242 0.0371245273
## Goal.Kicks...away 9.607189e-03 -0.0594139328 0.0838106514
## Goal.Kicks...home -2.518541e-02 -0.0521449983 0.0435664207
## Goals...away -5.518377e-03 -0.0061012149 -0.0814881876
## Goals...home -1.035168e-01 0.0841267230 -0.1014043293
## Headers...away -1.729033e-01 0.0296031106 0.0462250919
## Headers...home -2.086007e-01 0.0055751645 0.0421201337
## Hit.Woodwork...away 3.289161e-02 -0.0714783741 0.0041244458
## Hit.Woodwork...home 1.011345e-01 0.0050944238 0.0326485545
## Injuries...away -3.316861e-02 -0.0237122395 -0.0604717837
## Injuries...home -9.160074e-02 -0.0309930143 -0.0280550022
## Interceptions...away 1.821320e-02 0.0877445734 -0.1187597636
## Interceptions...home 3.370430e-02 0.1090602730 -0.1025960171
## Key.Passes...away -9.494446e-03 0.0224461400 0.0059339250
## Key.Passes...home -4.092037e-02 -0.0350921070 -0.0265899173
## Long.Passes...away -9.161376e-03 0.0238562524 0.0188014896
## Long.Passes...home 1.901639e-02 0.0035911440 0.0061447890
## Offsides...away 7.027067e-02 -0.0565447775 -0.0276300685
## Offsides...home -2.557954e-02 0.0483793916 -0.0230512635
## Passes...away 4.928330e-02 0.0193560547 -0.0138913895
## Passes...home 5.453668e-02 0.0234956074 -0.0137932513
## Penalties...away 2.278808e-02 -0.0841254128 -0.0915715875
## Penalties...home -1.065607e-01 0.0968541453 0.0923665876
## Redcards...away 5.079884e-01 0.2387167703 0.0991404448
## Redcards...home 2.236596e-01 -0.4508627567 -0.2806856913
## Saves...away -5.744366e-02 -0.0389989834 -0.0161073613
## Saves...home -1.655511e-02 0.1135212964 -0.0104312345
## Shots.Blocked...away -2.212256e-03 -0.0212786336 0.0495958181
## Shots.Blocked...home -2.582298e-02 -0.0664426706 -0.0124361829
## Shots.Insidebox...away -1.834222e-02 -0.0048644993 -0.0109947876
## Shots.Insidebox...home -7.565428e-02 -0.0516132471 -0.0385278862
## Shots.Off.Target...away -1.222711e-02 -0.0170171501 0.0277537214
## Shots.Off.Target...home 7.051417e-03 -0.0459677263 0.0478563697
## Shots.On.Target...away -1.227016e-02 0.0823354272 -0.0456623945
## Shots.On.Target...home -8.699817e-02 0.0086979987 -0.0566407785
## Shots.Outsidebox...away -1.063540e-02 0.0568514922 0.0517686070
## Shots.Outsidebox...home 1.742477e-02 0.0005374193 0.0457377269
## Shots.Total...away -1.250985e-02 0.0163807536 0.0153454451
## Shots.Total...home -3.872672e-02 -0.0429693286 -0.0044288347
## Substitutions...away 1.097665e-01 -0.0884318476 0.0941980123
## Substitutions...home 1.166453e-01 -0.0970119266 0.0849484663
## Successful.Dribbles...away 5.517493e-02 0.1017685157 0.0334379605
## Successful.Dribbles...home 5.260728e-02 0.0044961302 -0.0441171787
## Successful.Headers...away -1.793766e-01 0.0240199898 0.0442941930
## Successful.Headers...home -1.970542e-01 0.0104965819 0.0431334355
## Successful.Interceptions...away 2.404006e-03 -0.0060237445 -0.0262540056
## Successful.Interceptions...home 1.273976e-02 0.0590836691 -0.0153093423
## Successful.Passes...away 6.102297e-02 0.0182931764 -0.0154174222
## Successful.Passes...home 6.636902e-02 0.0217284144 -0.0153199350
## Successful.Passes.Percentage...away 1.239490e-01 0.0427999431 -0.1312045658
## Successful.Passes.Percentage...home 9.715679e-02 0.0956905721 -0.1076384824
## Tackles...away 2.204415e-02 -0.0436673042 -0.0086061375
## Tackles...home 3.846423e-02 0.0308945500 0.0070301085
## Throwins...away -2.828243e-02 0.0614998574 -0.0062345765
## Throwins...home 4.927710e-03 0.0274129578 -0.0126728630
## Total.Crosses...away -1.937964e-02 -0.0046883386 0.0063551884
## Total.Crosses...home 1.784796e-02 -0.0433262429 -0.0055691719
## Yellowcards...away 1.684387e-01 -0.0074609800 0.0220664501
## Yellowcards...home 1.318833e-01 -0.1831986037 -0.1507447322
## Yellowred.Cards...away 4.471481e-01 0.2922324674 0.1581152719
## Yellowred.Cards...home 1.489168e-01 -0.4694964251 -0.3150632885
## current_state 2.889225e-02 -0.0245972685 0.0155399007
## total_minute 3.978580e-02 -0.0006828455 -0.0182330871
## PC13 PC14 PC15
## halftime 0.054187404 -0.0107083730 0.0360714551
## X1 -0.254929030 -0.0479666845 -0.0110432014
## X2 -0.276427260 -0.0419679089 -0.0352005470
## X -0.351288559 0.0154546725 -0.0561838338
## Accurate.Crosses...away -0.012570264 -0.0178080355 -0.0728205085
## Accurate.Crosses...home -0.042344570 -0.0095572482 0.0190053519
## Assists...away 0.184159588 0.0992634044 0.0443893281
## Assists...home 0.128394983 0.0368471049 -0.2324280314
## Attacks...away 0.002101145 0.0588160635 0.0384855243
## Attacks...home 0.006158527 0.0385766298 -0.0032161252
## Ball.Possession.....away 0.021239036 -0.0119876985 -0.0387362195
## Ball.Possession.....home -0.023357467 0.0242915597 0.0420087614
## Ball.Safe...away -0.020694071 0.0938328870 0.0158545647
## Ball.Safe...home -0.009966124 0.1072236723 0.0237258398
## Challenges...away 0.019127349 -0.1307072220 -0.0532173254
## Challenges...home -0.033223438 -0.0923103698 -0.0532953769
## Corners...away -0.061966718 -0.0198593345 -0.0343908961
## Corners...home -0.053153968 -0.0353440989 -0.0437052770
## Counter.Attacks...away 0.326082473 0.0595779756 -0.0626196324
## Counter.Attacks...home 0.313561195 0.0717624680 -0.0723881300
## Dangerous.Attacks...away -0.017402793 0.0358450896 0.0071316338
## Dangerous.Attacks...home -0.018313629 -0.0041840872 -0.0600904065
## Dribble.Attempts...away 0.009605770 0.0151509029 0.0819729248
## Dribble.Attempts...home 0.087916442 0.0093470046 -0.0464078823
## Fouls...away 0.055114547 -0.0207661191 0.1494372167
## Fouls...home 0.063319028 -0.0714889234 0.0448375130
## Free.Kicks...away -0.099796774 -0.0092500729 -0.0623948086
## Free.Kicks...home -0.098269364 0.0184643550 -0.0864049835
## Goal.Attempts...away -0.041059304 0.0371348989 0.0146004309
## Goal.Attempts...home -0.029500073 0.0591080555 0.0237978775
## Goal.Kicks...away -0.099689809 0.0147317967 -0.0350623987
## Goal.Kicks...home -0.045260539 0.0719183217 0.0579586703
## Goals...away 0.179746444 -0.0055848951 -0.0026273483
## Goals...home 0.144898730 0.0151564761 -0.0203992545
## Headers...away 0.034233911 0.1264389494 -0.0393190962
## Headers...home 0.046295389 0.1213408679 -0.0370211214
## Hit.Woodwork...away -0.192670952 -0.0357903732 0.1767101710
## Hit.Woodwork...home -0.142171454 -0.2868598041 0.1952302063
## Injuries...away 0.009233185 -0.1251240583 -0.0484109189
## Injuries...home 0.083897097 -0.0319561874 -0.0430953786
## Interceptions...away 0.018879716 -0.1294082075 -0.0523218981
## Interceptions...home -0.033587065 -0.0916039394 -0.0527977421
## Key.Passes...away -0.045359340 -0.0206501829 -0.0383348869
## Key.Passes...home -0.050051368 -0.0087911795 -0.0864153182
## Long.Passes...away 0.024666377 0.0392332976 0.0307207817
## Long.Passes...home 0.033867904 0.0451755563 0.0555736967
## Offsides...away 0.123322503 -0.0199121735 -0.0480794514
## Offsides...home 0.095193119 -0.1317837314 0.1228283799
## Passes...away -0.018397214 0.0851289526 0.0390109396
## Passes...home -0.008971951 0.0748724029 0.0268581901
## Penalties...away 0.195229363 -0.4065150135 -0.1903260891
## Penalties...home 0.116042038 -0.1061872827 0.7001619751
## Redcards...away 0.150308076 0.0516010193 -0.1315516064
## Redcards...home 0.053995571 0.0953113025 -0.0219097313
## Saves...away 0.080901508 0.0025895475 0.0594511933
## Saves...home -0.053707020 -0.1196516711 -0.0259861822
## Shots.Blocked...away -0.028787887 -0.0480102500 -0.1135988170
## Shots.Blocked...home -0.086465763 -0.0077318380 -0.1209035357
## Shots.Insidebox...away -0.020509047 -0.0667328179 -0.0670703272
## Shots.Insidebox...home -0.029220126 -0.0279015207 0.0327877302
## Shots.Off.Target...away -0.093161058 0.0128850084 -0.0001996299
## Shots.Off.Target...home -0.181402903 -0.0546101898 -0.0213185265
## Shots.On.Target...away 0.036394155 -0.0969542180 -0.0287098871
## Shots.On.Target...home 0.126147535 0.0053471933 0.0325154254
## Shots.Outsidebox...away -0.054176939 -0.0117128027 -0.0139345109
## Shots.Outsidebox...home -0.098347117 0.0024124468 -0.1619663066
## Shots.Total...away -0.039041809 -0.0545675187 -0.0544586945
## Shots.Total...home -0.062668040 -0.0251112249 -0.0432285849
## Substitutions...away -0.045472367 -0.1332588304 0.0596549024
## Substitutions...home -0.096772769 -0.1129230669 0.0094583155
## Successful.Dribbles...away -0.012418951 -0.0039639281 0.0468620792
## Successful.Dribbles...home 0.089251198 0.0264228810 -0.0317769869
## Successful.Headers...away 0.030028083 0.1301526466 -0.0427488366
## Successful.Headers...home 0.048850327 0.1126494649 -0.0323719572
## Successful.Interceptions...away 0.045415067 0.0077602727 -0.0593289789
## Successful.Interceptions...home 0.034119324 0.0512745893 0.0307801225
## Successful.Passes...away -0.027064915 0.1023891593 0.0426295157
## Successful.Passes...home -0.016933224 0.0883342678 0.0258207267
## Successful.Passes.Percentage...away -0.069838992 0.3717695515 0.0701220036
## Successful.Passes.Percentage...home -0.106306563 0.4022645292 0.1302108462
## Tackles...away 0.048247876 0.0008465255 -0.0322450861
## Tackles...home 0.039310895 0.0488475424 0.0830627362
## Throwins...away 0.016140055 -0.0228522636 0.0328790115
## Throwins...home 0.016806285 -0.0299822582 0.0121701971
## Total.Crosses...away -0.032526845 0.0245458437 0.0016194335
## Total.Crosses...home -0.006065476 -0.0251329356 0.0022177872
## Yellowcards...away 0.073515337 -0.1193026088 0.2079345387
## Yellowcards...home 0.071946186 -0.1672513452 0.1004205471
## Yellowred.Cards...away 0.147929316 0.1008979752 -0.0758622649
## Yellowred.Cards...home 0.031615848 0.1680531283 0.1153970237
## current_state -0.084104457 0.1378020160 -0.0590143667
## total_minute 0.005235851 0.0092129218 0.0407517066
## PC16 PC17 PC18
## halftime -0.0310440466 0.0296249711 -5.856795e-02
## X1 0.0358096158 -0.0794690414 7.542709e-02
## X2 0.0357496809 0.0620172159 1.116904e-02
## X 0.0485079407 -0.0784336354 1.170706e-01
## Accurate.Crosses...away -0.0570867597 0.0688815513 -4.065329e-02
## Accurate.Crosses...home -0.1201731260 0.0119663510 -1.724790e-01
## Assists...away 0.0683547836 0.0099604134 -1.499257e-01
## Assists...home -0.0987123928 0.0147550408 -1.593795e-01
## Attacks...away -0.0267422174 -0.0017981365 -1.693394e-03
## Attacks...home -0.0256137675 0.0194585781 -3.012557e-02
## Ball.Possession.....away -0.0247651673 0.0863212572 -3.017504e-02
## Ball.Possession.....home 0.0162298403 -0.0836150659 3.878798e-02
## Ball.Safe...away -0.0323558213 -0.0789076881 -5.053117e-04
## Ball.Safe...home -0.0393301784 -0.0691231566 -4.078902e-03
## Challenges...away 0.0539794406 -0.0905809710 2.570132e-02
## Challenges...home 0.0031420671 -0.3930241897 1.857866e-02
## Corners...away 0.0671557185 0.0332968455 4.622710e-02
## Corners...home 0.0536105160 0.0471777753 -1.348378e-01
## Counter.Attacks...away -0.0352767526 -0.0588793462 1.065487e-02
## Counter.Attacks...home -0.0547189285 -0.0924918258 2.259771e-02
## Dangerous.Attacks...away 0.0114000394 0.0132856969 -3.846478e-04
## Dangerous.Attacks...home -0.0018772298 0.0688198976 -6.099587e-02
## Dribble.Attempts...away 0.1825506158 -0.0284853052 7.105870e-02
## Dribble.Attempts...home 0.0653089434 0.1296299241 -3.259013e-03
## Fouls...away -0.0463257908 0.1462470861 -3.799846e-02
## Fouls...home -0.0592995375 0.0786835432 2.968607e-02
## Free.Kicks...away -0.0317142914 -0.0164873641 -5.685037e-03
## Free.Kicks...home -0.0272144935 0.0159041334 -1.902051e-02
## Goal.Attempts...away -0.0012064796 -0.0613372297 -2.992577e-02
## Goal.Attempts...home 0.0045682667 -0.1038605550 4.722916e-02
## Goal.Kicks...away -0.0887845742 0.0501846255 -4.452109e-02
## Goal.Kicks...home -0.1351776507 -0.0781826594 -7.994201e-02
## Goals...away -0.0298074644 0.0044537865 -5.189730e-02
## Goals...home -0.0728461940 0.0366841405 -7.875183e-02
## Headers...away -0.0253981199 0.0228724076 1.255507e-01
## Headers...home -0.0320072474 0.0014315876 7.808312e-02
## Hit.Woodwork...away -0.1932661260 -0.0281545757 -3.928720e-01
## Hit.Woodwork...home -0.1394549597 -0.0129601659 3.095224e-01
## Injuries...away -0.0226112823 0.1286244887 3.523390e-02
## Injuries...home -0.0001967844 0.2226288194 4.605685e-02
## Interceptions...away 0.0523996945 -0.0897872725 2.430081e-02
## Interceptions...home 0.0014162050 -0.3934412678 1.795536e-02
## Key.Passes...away 0.0393761563 -0.0028432991 -2.583267e-02
## Key.Passes...home 0.0320586801 -0.0268962963 9.567149e-03
## Long.Passes...away -0.1112977878 -0.0091527198 -1.236968e-02
## Long.Passes...home -0.1332913513 -0.0397725041 -7.517475e-02
## Offsides...away 0.1109754906 0.0358727943 -1.722614e-02
## Offsides...home -0.2082906560 -0.2985599057 -2.403653e-01
## Passes...away -0.0661843692 -0.0148476585 -7.758816e-03
## Passes...home -0.0518391207 0.0418860520 -1.984935e-02
## Penalties...away -0.5036584818 -0.0060348486 3.808758e-01
## Penalties...home 0.0186817613 -0.0132427423 8.279615e-02
## Redcards...away -0.0092930882 -0.0465444353 -8.233943e-03
## Redcards...home 0.0789033314 -0.0784989237 2.209092e-02
## Saves...away 0.2238570452 -0.2067282141 1.932781e-01
## Saves...home 0.2423266530 0.1707530938 6.888089e-02
## Shots.Blocked...away 0.0087552578 -0.0111913082 1.507741e-01
## Shots.Blocked...home 0.0359334324 0.0953936732 -5.641347e-02
## Shots.Insidebox...away -0.0026967991 -0.0289405941 1.017498e-02
## Shots.Insidebox...home 0.0551967043 -0.0394934303 -1.653239e-02
## Shots.Off.Target...away -0.1535121678 -0.1374283131 -1.159065e-01
## Shots.Off.Target...home -0.0804047404 0.0158471677 4.924724e-03
## Shots.On.Target...away 0.1855886255 0.1304245817 3.116059e-02
## Shots.On.Target...home 0.1482678678 -0.1484032226 1.268192e-01
## Shots.Outsidebox...away 0.0528250396 0.0199694670 2.476044e-02
## Shots.Outsidebox...home 0.0343773786 0.0319820903 1.147326e-01
## Shots.Total...away 0.0117078929 -0.0135436948 1.647206e-02
## Shots.Total...home 0.0382569428 -0.0176327987 3.180960e-02
## Substitutions...away -0.0278741768 0.0642108337 -1.120056e-01
## Substitutions...home 0.0283286223 0.0777805309 -1.171819e-01
## Successful.Dribbles...away 0.1687579115 -0.0454466262 9.262073e-02
## Successful.Dribbles...home 0.0527074731 0.1425047131 1.188900e-02
## Successful.Headers...away -0.0063337069 0.0133758977 1.290013e-01
## Successful.Headers...home -0.0493172006 0.0095827142 7.077211e-02
## Successful.Interceptions...away 0.0629618869 0.0817996429 -6.891503e-05
## Successful.Interceptions...home 0.1328223068 -0.0795766779 6.859891e-02
## Successful.Passes...away -0.0708624520 -0.0062415904 5.441272e-05
## Successful.Passes...home -0.0585767270 0.0524185853 -1.463420e-02
## Successful.Passes.Percentage...away -0.2472804436 0.2011141512 2.086945e-01
## Successful.Passes.Percentage...home -0.2518739054 0.0009916319 2.694924e-01
## Tackles...away 0.0508900879 0.1086698344 -3.133799e-02
## Tackles...home 0.1393018742 0.0129262895 3.742154e-02
## Throwins...away 0.0385788278 0.0078869147 -1.130645e-02
## Throwins...home -0.0389104424 0.0580566498 -1.030886e-01
## Total.Crosses...away -0.0328301471 0.0533793938 -1.828809e-02
## Total.Crosses...home -0.0495018814 0.0565713751 -1.444123e-01
## Yellowcards...away 0.0303519272 0.2258438985 3.066705e-02
## Yellowcards...home -0.0276940606 0.0852073238 9.157936e-02
## Yellowred.Cards...away -0.0031675760 -0.1028155245 -5.833709e-02
## Yellowred.Cards...home 0.1368354699 -0.1745545372 4.150664e-02
## current_state -0.0302661267 -0.0964032628 7.442161e-02
## total_minute -0.0494504004 0.0452016714 -2.643662e-02
## PC19 PC20 PC21
## halftime 0.0055330147 -0.0393338131 0.0392407661
## X1 0.1129207703 0.0058573233 0.1522685106
## X2 0.0599070272 -0.0061502464 -0.0983679259
## X 0.0614072789 0.0326289532 -0.0277397163
## Accurate.Crosses...away -0.0491353314 -0.0314980876 0.1891926572
## Accurate.Crosses...home 0.0619066802 -0.0881183778 0.1152467628
## Assists...away -0.0857605225 -0.0062755174 0.1225242998
## Assists...home -0.1072628879 -0.0741563758 0.0127100093
## Attacks...away -0.0376474159 -0.0378644293 0.0378350321
## Attacks...home 0.0348818818 0.0050402962 -0.0418919990
## Ball.Possession.....away 0.0764650166 0.0565034053 -0.0299619952
## Ball.Possession.....home -0.0747325935 -0.0566982114 0.0293789162
## Ball.Safe...away 0.0335735588 -0.0265753546 -0.0080122730
## Ball.Safe...home 0.0459202406 -0.0068832076 0.0052294200
## Challenges...away 0.2929757310 0.0953495140 -0.0086206722
## Challenges...home -0.1332870237 -0.0134066620 -0.0399208654
## Corners...away -0.0058804961 -0.0657899369 0.1329254992
## Corners...home 0.1383149620 -0.0097623728 0.0842110135
## Counter.Attacks...away 0.0081238575 -0.0315421539 -0.0887045771
## Counter.Attacks...home -0.0517815798 -0.0598658664 -0.0266363309
## Dangerous.Attacks...away -0.0235195393 -0.0276552917 0.0686781077
## Dangerous.Attacks...home 0.0704556449 0.0015976469 -0.0455635160
## Dribble.Attempts...away -0.0646509272 -0.1630752397 -0.1088075585
## Dribble.Attempts...home -0.1342161222 0.1912600033 -0.0591717764
## Fouls...away 0.0345118854 -0.0090700275 0.0782493756
## Fouls...home 0.0306678913 -0.0458672881 0.0238008643
## Free.Kicks...away 0.0447464975 -0.0002657487 0.0267439618
## Free.Kicks...home 0.0640693087 0.0334590016 0.0458375583
## Goal.Attempts...away 0.0519892241 -0.0196380452 -0.0438824362
## Goal.Attempts...home -0.0128210388 -0.0023546294 0.0123903296
## Goal.Kicks...away -0.1571831489 -0.1237521530 -0.0249908629
## Goal.Kicks...home 0.0547216385 0.1247743033 0.1043566012
## Goals...away -0.0728474175 -0.0308507334 0.0330899555
## Goals...home -0.0819917289 -0.0402936739 -0.0325042291
## Headers...away -0.0584630805 0.0204069730 -0.0499234678
## Headers...home -0.0266655184 0.0202146167 -0.0622490239
## Hit.Woodwork...away -0.1906762467 0.3569480377 -0.5569853014
## Hit.Woodwork...home -0.4729055068 0.1509425257 0.2746200813
## Injuries...away -0.0356736245 0.0030007205 -0.0257509107
## Injuries...home -0.0865175204 0.1299082302 0.0745002753
## Interceptions...away 0.2918638642 0.0952963088 -0.0086690739
## Interceptions...home -0.1341582386 -0.0137047190 -0.0388347740
## Key.Passes...away 0.0271773202 0.0498620686 0.0177977398
## Key.Passes...home -0.0056736251 0.0024161805 -0.0115433758
## Long.Passes...away 0.0271585910 -0.0803240220 0.0679602709
## Long.Passes...home -0.0186089131 -0.0374592712 0.0810049425
## Offsides...away -0.1156190482 0.4388167966 0.2497350693
## Offsides...home 0.0129846195 -0.1443054687 0.0742818604
## Passes...away -0.0038750725 -0.0514597987 0.0185652413
## Passes...home 0.0604315770 0.0041035351 -0.0005722669
## Penalties...away 0.1173426548 -0.0339891147 -0.2702607581
## Penalties...home 0.1591714008 0.0259634504 -0.1326846480
## Redcards...away 0.0513685033 -0.0035016419 -0.0488409177
## Redcards...home -0.0006682016 -0.0832890473 -0.0570816744
## Saves...away 0.1791630271 0.2314694111 0.0489025225
## Saves...home -0.0557509159 -0.1501207968 -0.2270988624
## Shots.Blocked...away 0.0535759691 0.0751466977 0.0240478155
## Shots.Blocked...home 0.1243238504 -0.0563736217 -0.1325226368
## Shots.Insidebox...away -0.0454792481 0.0170223990 -0.0011340545
## Shots.Insidebox...home 0.0082453237 -0.0181980603 0.0368197233
## Shots.Off.Target...away 0.0964202439 0.1996363422 0.0594207867
## Shots.Off.Target...home -0.2035139815 -0.1225855510 0.0189780323
## Shots.On.Target...away -0.0835463127 -0.1432850575 -0.1442097379
## Shots.On.Target...home 0.1142014125 0.1711934623 0.0308998411
## Shots.Outsidebox...away 0.1347693424 0.0916564858 -0.0371603857
## Shots.Outsidebox...home -0.0247880940 0.0003361228 -0.1130212012
## Shots.Total...away 0.0307051131 0.0592643989 -0.0225673260
## Shots.Total...home 0.0013300036 -0.0049788921 -0.0292761561
## Substitutions...away 0.0408278262 -0.0567870746 0.0591855962
## Substitutions...home 0.0716574996 -0.0964870243 0.0586595350
## Successful.Dribbles...away -0.0531612423 -0.2203213661 -0.1763320931
## Successful.Dribbles...home -0.1902733786 0.1918206573 -0.0588579007
## Successful.Headers...away -0.0479047616 0.0218090754 -0.0446837678
## Successful.Headers...home -0.0344256118 0.0188123566 -0.0650287086
## Successful.Interceptions...away -0.0180028208 0.1573948659 -0.0873164850
## Successful.Interceptions...home -0.1152021571 -0.0579356899 -0.0725506020
## Successful.Passes...away -0.0003632722 -0.0545224708 0.0172671900
## Successful.Passes...home 0.0638738385 0.0023224716 -0.0064016733
## Successful.Passes.Percentage...away 0.1828808163 0.0740095563 -0.0491336720
## Successful.Passes.Percentage...home -0.0495065388 -0.0829099335 0.0071905141
## Tackles...away -0.0595937445 0.1528816953 -0.0693702214
## Tackles...home -0.0847970655 -0.0957381964 -0.0313328394
## Throwins...away -0.0643425860 -0.0821345439 0.0290803742
## Throwins...home -0.0072632153 -0.0383789488 0.0492821109
## Total.Crosses...away -0.0304438124 -0.0505705923 0.1667819307
## Total.Crosses...home 0.0973894257 -0.0929714215 0.0536535635
## Yellowcards...away 0.0556027301 0.0586986674 0.0299879406
## Yellowcards...home 0.0982972449 -0.1121046325 0.0532712498
## Yellowred.Cards...away 0.0042465511 0.0683020089 -0.0077356930
## Yellowred.Cards...home -0.0874060104 -0.0585706322 -0.1140520921
## current_state -0.0312502734 0.1459801844 -0.0335852035
## total_minute 0.0278026818 -0.0304028675 0.0380066767
## PC22 PC23 PC24
## halftime 0.0125786850 -0.0182544353 3.246399e-02
## X1 0.1559610382 0.0722988286 -8.196082e-02
## X2 -0.0973727501 -0.0057719993 -5.102420e-02
## X -0.0302670302 -0.0098521073 -2.665003e-03
## Accurate.Crosses...away 0.0339207241 0.0387351376 -2.086919e-02
## Accurate.Crosses...home 0.0477676476 -0.0336171489 3.940250e-02
## Assists...away -0.0141647738 -0.1083032062 6.896787e-02
## Assists...home -0.0014359616 0.0455641896 7.758322e-02
## Attacks...away 0.0541728686 0.0232083260 -5.801957e-03
## Attacks...home -0.0690347797 -0.0163567713 4.770754e-02
## Ball.Possession.....away -0.0820635979 -0.0342287410 1.882985e-02
## Ball.Possession.....home 0.0794588532 0.0383113683 -2.448004e-02
## Ball.Safe...away 0.0328689145 -0.0138091912 7.132913e-02
## Ball.Safe...home 0.0271957587 -0.0168312931 8.716841e-02
## Challenges...away -0.3007891445 0.1108172624 1.871419e-01
## Challenges...home 0.0083762277 -0.0899882308 -2.229695e-01
## Corners...away -0.0083529854 -0.0398656138 -1.104453e-01
## Corners...home 0.0453244300 -0.0454356538 -6.107628e-02
## Counter.Attacks...away -0.1662409217 0.0220649785 1.443889e-02
## Counter.Attacks...home -0.1168031238 0.0618427728 -4.350492e-03
## Dangerous.Attacks...away 0.0806367980 -0.0002406054 -2.914926e-03
## Dangerous.Attacks...home -0.0433166558 -0.0780274117 -4.532827e-03
## Dribble.Attempts...away 0.1866972193 0.0191406345 1.298195e-01
## Dribble.Attempts...home 0.0191602673 -0.2378897214 -6.417171e-02
## Fouls...away 0.0059914739 -0.0421728683 -1.326970e-01
## Fouls...home 0.0566043139 0.0691596797 -2.991488e-02
## Free.Kicks...away -0.0138382579 0.0350665176 6.937310e-02
## Free.Kicks...home -0.0088617517 0.0453582107 5.243012e-02
## Goal.Attempts...away 0.0580807784 -0.0321253067 9.611583e-02
## Goal.Attempts...home 0.0029161516 0.0145659951 7.364943e-02
## Goal.Kicks...away -0.0466702133 0.0500338725 9.320568e-02
## Goal.Kicks...home 0.1126284197 -0.1350448897 1.352128e-01
## Goals...away 0.0196075372 -0.0646798116 5.721805e-02
## Goals...home -0.0109864696 -0.0196561879 8.854687e-02
## Headers...away -0.0532843822 0.0456802892 -3.593192e-02
## Headers...home -0.0467910152 0.0968957076 -1.061389e-02
## Hit.Woodwork...away 0.0497575058 0.2127756538 5.527336e-03
## Hit.Woodwork...home -0.3293061090 -0.0629016917 2.502243e-01
## Injuries...away -0.2304793724 -0.0441979006 -2.760415e-01
## Injuries...home 0.0636794834 -0.0152482696 -2.413413e-01
## Interceptions...away -0.3014836809 0.1104330986 1.851796e-01
## Interceptions...home 0.0087224806 -0.0905554782 -2.251621e-01
## Key.Passes...away -0.0448432588 -0.0718494998 1.680410e-02
## Key.Passes...home 0.0246958179 0.0476478733 -4.102819e-05
## Long.Passes...away -0.0540302914 0.1210874024 6.793661e-02
## Long.Passes...home -0.0905029507 0.0081754133 6.636855e-02
## Offsides...away 0.1675539059 0.5814831078 -3.338229e-02
## Offsides...home -0.2080427317 0.1226378894 -4.264803e-01
## Passes...away 0.0293588135 0.0237501724 -2.700384e-02
## Passes...home -0.0453495480 0.0087856521 4.900339e-02
## Penalties...away 0.2908383526 0.0197429641 7.020818e-02
## Penalties...home -0.0293485280 -0.0993888222 -2.171784e-03
## Redcards...away -0.0246869698 -0.0513020036 -1.995312e-02
## Redcards...home -0.1053266641 -0.0635291806 1.767752e-02
## Saves...away 0.1101095069 0.0533300964 -9.496111e-02
## Saves...home -0.1815903568 0.2490350587 -7.064837e-02
## Shots.Blocked...away -0.1111260068 -0.1867986284 -1.201796e-01
## Shots.Blocked...home 0.0136083956 -0.0649318306 -1.449045e-01
## Shots.Insidebox...away -0.0170608601 -0.0033151234 1.944497e-02
## Shots.Insidebox...home -0.0076211557 0.0202924755 3.306265e-02
## Shots.Off.Target...away 0.1286762961 -0.1448125009 1.426137e-01
## Shots.Off.Target...home -0.0495566680 0.0485515949 1.102935e-01
## Shots.On.Target...away -0.1338884720 0.1645406063 -3.838808e-02
## Shots.On.Target...home 0.0812500286 0.0376450904 -4.275291e-02
## Shots.Outsidebox...away -0.0590621065 -0.1528495911 -1.181265e-02
## Shots.Outsidebox...home 0.0603632009 0.0032606428 -9.134292e-02
## Shots.Total...away -0.0410045500 -0.0715331406 3.369191e-03
## Shots.Total...home 0.0163207702 0.0123652611 -2.202163e-02
## Substitutions...away 0.0480552253 0.0646897900 -6.075803e-02
## Substitutions...home 0.0570572765 0.0968549582 -5.134454e-02
## Successful.Dribbles...away 0.1810911020 0.0243181376 1.517304e-01
## Successful.Dribbles...home 0.0422517133 -0.2444208418 -1.142465e-01
## Successful.Headers...away -0.0504698327 0.0440523052 -2.260742e-02
## Successful.Headers...home -0.0480786159 0.0984370757 -2.278928e-02
## Successful.Interceptions...away -0.0439190486 -0.1384533512 7.131797e-02
## Successful.Interceptions...home 0.1454169821 -0.0329820935 4.302598e-02
## Successful.Passes...away 0.0385393150 0.0262340188 -3.023509e-02
## Successful.Passes...home -0.0464381195 0.0037154163 4.639572e-02
## Successful.Passes.Percentage...away -0.1640041773 0.0669262975 -5.197425e-02
## Successful.Passes.Percentage...home 0.0314913387 0.1252542209 -2.125068e-01
## Tackles...away -0.0026453055 -0.1712617766 1.034841e-02
## Tackles...home 0.1403297615 -0.0043215094 6.666728e-02
## Throwins...away 0.0738911032 0.0462788954 6.627129e-02
## Throwins...home -0.0561217982 -0.0249996600 1.138339e-01
## Total.Crosses...away 0.0396990448 0.0245140826 -5.142019e-02
## Total.Crosses...home 0.0242467007 -0.0477978232 7.331272e-04
## Yellowcards...away 0.0538828543 -0.0470612681 -1.881148e-01
## Yellowcards...home 0.1464197430 0.1119460561 7.238297e-02
## Yellowred.Cards...away -0.0358367105 0.0738473793 9.591269e-02
## Yellowred.Cards...home -0.1532425461 0.0212952961 6.330883e-02
## current_state 0.0008296912 -0.0499201819 -3.131891e-03
## total_minute 0.0080004054 0.0176496786 -1.579608e-02
## PC25 PC26 PC27
## halftime -0.013958193 -0.008448797 0.0006182113
## X1 -0.104561194 -0.025067465 0.1095846730
## X2 0.023591563 -0.057300203 -0.0426011432
## X -0.047988504 -0.017950525 0.0202591697
## Accurate.Crosses...away 0.072736127 0.253981135 0.3760757694
## Accurate.Crosses...home 0.023266589 -0.043046668 -0.1397975926
## Assists...away 0.094432454 -0.040736186 0.0011121404
## Assists...home 0.014124327 0.053111405 -0.0945331940
## Attacks...away -0.049884520 0.022526432 -0.0208959719
## Attacks...home -0.004111084 -0.052046066 0.0358412029
## Ball.Possession.....away -0.008926207 -0.006070158 0.0423268721
## Ball.Possession.....home 0.010723904 0.006405415 -0.0441779869
## Ball.Safe...away -0.063259246 -0.056412962 0.0294683112
## Ball.Safe...home -0.053655782 -0.052933409 0.0445586157
## Challenges...away 0.076025968 0.075431448 0.0384179432
## Challenges...home 0.303253480 -0.174760807 0.0344793063
## Corners...away 0.040955765 0.128498443 0.2163682034
## Corners...home 0.051297945 0.079826779 -0.1113646583
## Counter.Attacks...away 0.147278535 -0.018771925 -0.0624102469
## Counter.Attacks...home 0.077493353 0.067603596 0.0317791910
## Dangerous.Attacks...away 0.001698270 0.069200958 0.0144523688
## Dangerous.Attacks...home 0.005896483 -0.042043012 0.0222073310
## Dribble.Attempts...away -0.059586623 0.173138991 -0.1661399386
## Dribble.Attempts...home -0.182206872 -0.110132189 0.1178083932
## Fouls...away 0.068291832 0.015385959 0.0065659246
## Fouls...home 0.105017848 -0.053842070 -0.1148607461
## Free.Kicks...away -0.049644749 -0.037720139 0.0335010374
## Free.Kicks...home -0.009880915 -0.042367027 0.0559858658
## Goal.Attempts...away -0.056934132 -0.112797543 0.0037574267
## Goal.Attempts...home -0.067203717 -0.034325919 0.0815608687
## Goal.Kicks...away 0.061834000 -0.123216599 0.0563285523
## Goal.Kicks...home -0.021776936 -0.061031421 -0.0551634892
## Goals...away 0.045123630 0.013892607 -0.0115887260
## Goals...home 0.094891528 -0.029063437 -0.0171748283
## Headers...away -0.051315151 0.065498316 0.0288195069
## Headers...home -0.019145993 -0.046565000 -0.0788158174
## Hit.Woodwork...away 0.051396176 0.269439408 -0.0079339464
## Hit.Woodwork...home -0.100510822 0.101684536 -0.1212027352
## Injuries...away 0.222149069 0.358487241 -0.1597670771
## Injuries...home 0.124224206 0.042752981 -0.1450746506
## Interceptions...away 0.077131320 0.076506133 0.0372151754
## Interceptions...home 0.304656556 -0.176296525 0.0355199021
## Key.Passes...away -0.003026334 -0.036035192 -0.0694257050
## Key.Passes...home 0.005977677 0.039294019 0.0315065604
## Long.Passes...away 0.009160700 -0.012800471 0.0467989176
## Long.Passes...home 0.004355781 -0.050994673 0.0049264979
## Offsides...away 0.078289493 -0.291850139 -0.1023658131
## Offsides...home -0.563483679 0.058417605 -0.0818495345
## Passes...away -0.025220000 -0.046635522 -0.0107384296
## Passes...home -0.020532224 -0.038188319 0.0516455810
## Penalties...away -0.119072168 -0.058750622 0.0984956922
## Penalties...home 0.198442686 -0.172644897 0.2034813400
## Redcards...away -0.010085307 0.023859206 0.0677758673
## Redcards...home -0.023303967 -0.111934840 0.0614655000
## Saves...away -0.151196440 0.194313966 0.0583167269
## Saves...home -0.099836261 -0.188339509 0.0786628141
## Shots.Blocked...away 0.008482497 0.026867556 -0.2481382234
## Shots.Blocked...home 0.074731400 0.017807848 0.0241081168
## Shots.Insidebox...away 0.027235468 0.070184236 0.1355635043
## Shots.Insidebox...home -0.021890197 0.055783541 -0.0119842492
## Shots.Off.Target...away 0.036249126 0.002957874 -0.0489423945
## Shots.Off.Target...home 0.086057820 -0.086698875 0.0345316438
## Shots.On.Target...away -0.064117964 -0.143591475 0.0593022025
## Shots.On.Target...home -0.083137184 0.152011640 0.0344702497
## Shots.Outsidebox...away -0.059178447 -0.225914836 -0.4208325501
## Shots.Outsidebox...home 0.123778397 -0.039086056 0.1266310566
## Shots.Total...away -0.006331860 -0.048298174 -0.0926338736
## Shots.Total...home 0.035173941 0.029464609 0.0396833509
## Substitutions...away -0.011203870 -0.044258973 0.0204213654
## Substitutions...home -0.011411510 -0.054351565 0.0005649218
## Successful.Dribbles...away -0.091339144 0.136924633 -0.2486816543
## Successful.Dribbles...home -0.213548793 -0.175487880 0.1400057132
## Successful.Headers...away -0.018152592 0.054242967 0.0111174144
## Successful.Headers...home -0.050019808 -0.037935550 -0.0638896017
## Successful.Interceptions...away -0.104515994 0.003274172 0.0554746260
## Successful.Interceptions...home 0.015781635 0.092774931 -0.0089811929
## Successful.Passes...away -0.029624598 -0.045634888 -0.0159209417
## Successful.Passes...home -0.024793443 -0.043714713 0.0597145735
## Successful.Passes.Percentage...away 0.032474903 0.003221266 -0.0041488436
## Successful.Passes.Percentage...home 0.032941438 -0.001830087 -0.0697520103
## Tackles...away -0.115724686 -0.017529486 0.0597091076
## Tackles...home -0.038534876 0.158892476 -0.0344207404
## Throwins...away 0.028406072 0.066347229 -0.0072176056
## Throwins...home -0.053904597 0.040048073 0.0549112569
## Total.Crosses...away 0.036210333 0.155214181 0.2214255578
## Total.Crosses...home 0.050387393 -0.011963953 -0.1070057875
## Yellowcards...away 0.039077364 0.058385118 -0.0399668745
## Yellowcards...home 0.102255229 0.054438993 -0.1801572839
## Yellowred.Cards...away -0.010001891 0.061240517 0.0076466949
## Yellowred.Cards...home -0.037040965 -0.005179122 -0.0019272398
## current_state 0.089034771 0.186772787 -0.0840366732
## total_minute 0.006834418 -0.014284296 0.0053915143
## PC28 PC29 PC30
## halftime 0.0023685379 0.0175031944 0.0257300195
## X1 0.2108368913 -0.0984562383 -0.2833050738
## X2 -0.2595518822 0.1359538953 0.1186799825
## X -0.0029147122 0.0558002077 0.0732343364
## Accurate.Crosses...away -0.0502727171 0.0936515067 0.0263790276
## Accurate.Crosses...home -0.1414956612 0.1281838649 0.0614892675
## Assists...away -0.0096668709 -0.0413549846 -0.0597255044
## Assists...home 0.1398675480 -0.0684076105 -0.1309329251
## Attacks...away 0.0010407485 -0.0496746188 0.0048205306
## Attacks...home -0.0476452359 0.0329311413 -0.0433236456
## Ball.Possession.....away -0.0323044649 0.0212207990 -0.0132995533
## Ball.Possession.....home 0.0336813316 -0.0212685295 0.0123066220
## Ball.Safe...away 0.0476680733 0.1001093434 0.0155449538
## Ball.Safe...home 0.0326725325 0.1061752198 0.0010403933
## Challenges...away 0.0771406744 -0.1638505679 0.0793768035
## Challenges...home -0.0575834495 0.0199317834 -0.0851318282
## Corners...away -0.0278960994 0.0602815924 0.1664954469
## Corners...home -0.0556476228 0.1638999544 0.0391276529
## Counter.Attacks...away -0.0312199007 0.0673380949 -0.0793520272
## Counter.Attacks...home 0.0271505776 -0.0970725465 0.0984555638
## Dangerous.Attacks...away 0.0364271988 -0.0696897558 0.0849032074
## Dangerous.Attacks...home -0.0360122776 0.0770797298 -0.0068278175
## Dribble.Attempts...away 0.0488022671 0.0091493033 0.0873379603
## Dribble.Attempts...home 0.0507394129 0.0906009651 0.0202712009
## Fouls...away -0.0013321084 -0.0492957726 0.0230441070
## Fouls...home 0.0329842677 0.0835396499 -0.0380632206
## Free.Kicks...away 0.0176470857 0.0508718326 0.0177152397
## Free.Kicks...home -0.0068342349 -0.0049901209 0.0137567324
## Goal.Attempts...away 0.0115436891 0.0749995628 0.0004652383
## Goal.Attempts...home 0.0590047423 0.0127786924 0.0133298438
## Goal.Kicks...away 0.0624290710 -0.0904116648 0.0851845378
## Goal.Kicks...home -0.0243159037 -0.1047632471 0.0142973668
## Goals...away 0.0046853270 -0.0353570305 -0.0207092188
## Goals...home 0.1289649779 -0.0537486213 -0.0928627386
## Headers...away 0.0364213130 0.0146432782 -0.0691120784
## Headers...home 0.0052249548 0.0306604270 -0.0527171751
## Hit.Woodwork...away 0.0656234615 -0.0733279102 -0.1145060752
## Hit.Woodwork...home 0.0022062303 -0.0288853200 -0.0988711440
## Injuries...away 0.1935810250 0.3190388487 -0.1165508822
## Injuries...home -0.3185739452 -0.5700516742 0.1015411303
## Interceptions...away 0.0798853119 -0.1624197179 0.0817010436
## Interceptions...home -0.0571723630 0.0221514589 -0.0849666999
## Key.Passes...away -0.0016740227 0.0379863530 -0.0381757460
## Key.Passes...home 0.0311107103 -0.0745252265 0.0399026579
## Long.Passes...away -0.0881567868 -0.0242659541 -0.0518294112
## Long.Passes...home -0.1689345783 -0.0006097458 -0.0762594651
## Offsides...away 0.0974594301 0.2487375391 0.2498132221
## Offsides...home 0.0565422167 -0.0210720661 0.2231296961
## Passes...away 0.0208835343 -0.0274572746 -0.0403453289
## Passes...home -0.0385611851 0.0018489982 -0.0560541309
## Penalties...away -0.1319631948 0.0445607767 0.0919447859
## Penalties...home 0.1144820614 0.0646690914 0.1607248692
## Redcards...away -0.0197941037 0.0219336340 0.0055837646
## Redcards...home 0.4298858387 -0.1835524905 0.1614843154
## Saves...away -0.1254398071 -0.0611017418 -0.1964222971
## Saves...home -0.1269332414 -0.0111596443 -0.0536615206
## Shots.Blocked...away 0.1408600307 0.1233415703 0.0137408736
## Shots.Blocked...home 0.0974840465 -0.0072024016 0.1744878699
## Shots.Insidebox...away -0.0060282143 0.1069727460 -0.0190283636
## Shots.Insidebox...home 0.0164794053 -0.0302703838 0.0535691346
## Shots.Off.Target...away -0.0305787134 -0.0717517028 0.0127172646
## Shots.Off.Target...home 0.0683177623 -0.1192261430 0.1515886352
## Shots.On.Target...away -0.0966908605 -0.0173953507 -0.0390115205
## Shots.On.Target...home -0.0359536602 -0.0666918494 -0.1965122798
## Shots.Outsidebox...away 0.0209804669 -0.1515787346 0.0047629046
## Shots.Outsidebox...home 0.1176764814 -0.1526458932 0.0239753000
## Shots.Total...away 0.0013330155 0.0069881250 -0.0068253376
## Shots.Total...home 0.0533001348 -0.0860531639 0.0518477289
## Substitutions...away 0.0006653368 -0.0642110814 -0.2558683810
## Substitutions...home -0.0542347045 -0.0786033667 -0.2323049608
## Successful.Dribbles...away 0.0644356050 0.0030326286 0.0835475234
## Successful.Dribbles...home 0.0777560312 0.0566110990 -0.0141184571
## Successful.Headers...away 0.0418239028 0.0342451225 -0.0880316548
## Successful.Headers...home -0.0004966207 0.0117285072 -0.0306250117
## Successful.Interceptions...away 0.0119671615 0.0635637640 -0.0043090122
## Successful.Interceptions...home -0.0035824546 0.0043412198 0.0273698943
## Successful.Passes...away 0.0284122735 -0.0309899053 -0.0477382980
## Successful.Passes...home -0.0394517156 0.0075255689 -0.0671062197
## Successful.Passes.Percentage...away -0.0152275049 0.0283519571 -0.0764054194
## Successful.Passes.Percentage...home 0.0719653892 -0.0253548240 -0.0369863766
## Tackles...away -0.0197350410 0.0982905228 -0.0024483490
## Tackles...home 0.0080844156 -0.0138137309 0.0670910838
## Throwins...away -0.0377945757 0.0185329604 0.0367663608
## Throwins...home -0.0712606043 0.0272963802 0.0362505849
## Total.Crosses...away -0.0182447238 -0.0400217131 0.1102601716
## Total.Crosses...home -0.0988046426 0.1339519656 -0.0015750370
## Yellowcards...away -0.0005240437 -0.1161708978 0.0722096611
## Yellowcards...home 0.0735415839 0.1454055646 -0.1025121277
## Yellowred.Cards...away -0.0338838941 0.0013281201 0.0076641129
## Yellowred.Cards...home -0.4507575181 0.0960480413 -0.0326074681
## current_state -0.1516563490 0.0455651803 0.4397089882
## total_minute -0.0123488403 -0.0095756489 -0.0071762804
## PC31 PC32 PC33
## halftime -0.035777437 0.0697116189 0.0359461647
## X1 -0.032696599 -0.2101603424 -0.1504995101
## X2 0.042722053 0.0603559839 0.1358931142
## X 0.013515749 -0.1170536234 -0.0303863480
## Accurate.Crosses...away 0.059841826 -0.0616380964 -0.0391317459
## Accurate.Crosses...home -0.094955031 -0.2528295508 -0.0325220986
## Assists...away 0.129259949 0.1030091183 0.0402633716
## Assists...home -0.035162678 -0.0072256852 -0.0732708804
## Attacks...away -0.035673619 0.0441020590 0.0451531870
## Attacks...home 0.020828504 0.0320912237 -0.0334539436
## Ball.Possession.....away -0.006712637 0.0070636435 -0.0232214792
## Ball.Possession.....home 0.008067975 -0.0118377190 0.0227698701
## Ball.Safe...away -0.048156935 0.0627670212 0.1522574007
## Ball.Safe...home -0.045795657 0.1029505535 0.1554325775
## Challenges...away 0.036289985 0.0271638868 -0.0087650519
## Challenges...home -0.038947072 -0.0428484779 0.0592551256
## Corners...away -0.024545941 -0.0177962242 0.0628269742
## Corners...home -0.014866386 -0.2109968613 0.0833808869
## Counter.Attacks...away 0.044371445 -0.0858516914 0.0031738445
## Counter.Attacks...home 0.006099761 0.0452547701 0.0625213449
## Dangerous.Attacks...away 0.005895435 -0.0083680264 0.0167462901
## Dangerous.Attacks...home 0.017257793 -0.0632006167 -0.0260892138
## Dribble.Attempts...away 0.055628665 -0.0216339188 -0.1470066841
## Dribble.Attempts...home 0.063011832 -0.0262917150 -0.0520208552
## Fouls...away -0.212617373 0.1998317859 0.0195864335
## Fouls...home 0.047948570 -0.0547062903 0.1454485638
## Free.Kicks...away -0.013711161 -0.0466311537 -0.0433231544
## Free.Kicks...home -0.036605975 0.0138041384 -0.0686974742
## Goal.Attempts...away 0.072159529 -0.0076649567 0.1180498540
## Goal.Attempts...home -0.100128466 0.0848049910 0.0330167693
## Goal.Kicks...away -0.102231506 0.1181926306 -0.2931897660
## Goal.Kicks...home 0.189907234 -0.0142141097 -0.1128398128
## Goals...away 0.031811828 0.1182100703 0.0471955992
## Goals...home 0.005761353 -0.0380095752 -0.0034355475
## Headers...away 0.052785689 0.0026328608 0.0302105226
## Headers...home 0.035507041 -0.0847982510 0.0565000847
## Hit.Woodwork...away -0.100294431 -0.0050313660 0.1450601674
## Hit.Woodwork...home 0.129927118 -0.0679385984 0.2258285861
## Injuries...away 0.052900849 -0.0409149053 -0.3919769402
## Injuries...home 0.134032888 -0.2949234023 -0.0262416020
## Interceptions...away 0.039381207 0.0295460177 -0.0083238500
## Interceptions...home -0.037397912 -0.0418423550 0.0594723944
## Key.Passes...away 0.029907443 -0.0061363242 -0.0566505437
## Key.Passes...home 0.028335053 0.0417660939 -0.0378016697
## Long.Passes...away -0.126274633 0.0572710469 -0.0814685363
## Long.Passes...home -0.199642836 -0.0234044930 -0.0794663294
## Offsides...away 0.043305896 0.0123903678 -0.1134326217
## Offsides...home 0.179520273 0.0445755102 -0.0672336859
## Passes...away -0.010677152 0.0317111449 0.0724953346
## Passes...home 0.003370054 0.0973148500 -0.0139642734
## Penalties...away -0.089529102 -0.0523224684 -0.0814074127
## Penalties...home 0.117183318 -0.1601099818 -0.1559593024
## Redcards...away 0.074856371 -0.0127404225 0.0629540072
## Redcards...home -0.195615484 -0.2674257677 0.1430098720
## Saves...away -0.112654927 0.0283257475 0.0113064112
## Saves...home -0.049429590 -0.1450091727 0.0306425672
## Shots.Blocked...away -0.243049470 0.1427715305 0.0155779977
## Shots.Blocked...home 0.368129410 0.0003454115 0.2382731130
## Shots.Insidebox...away 0.050973690 -0.0183660618 -0.0375489984
## Shots.Insidebox...home -0.067434894 -0.1113580513 0.0174189483
## Shots.Off.Target...away 0.236654433 -0.0333652506 -0.1724830940
## Shots.Off.Target...home -0.086406264 0.0839761137 -0.2282232765
## Shots.On.Target...away -0.025160168 -0.0554351476 0.0486095632
## Shots.On.Target...home -0.091830791 0.0079000631 0.0003230037
## Shots.Outsidebox...away -0.073514817 0.0650420702 -0.0637672860
## Shots.Outsidebox...home 0.254268070 0.2935269364 -0.0735993740
## Shots.Total...away 0.003962301 0.0167077373 -0.0534692503
## Shots.Total...home 0.061059433 0.0420759510 -0.0141247788
## Substitutions...away -0.016284019 0.1077722387 -0.0063295592
## Substitutions...home 0.084946738 0.0907424658 0.0536768170
## Successful.Dribbles...away 0.112153042 -0.0079266271 -0.1436843479
## Successful.Dribbles...home 0.067974769 0.0623132842 -0.0712299617
## Successful.Headers...away 0.062728928 -0.0242293990 0.0427393065
## Successful.Headers...home 0.023805947 -0.0592863515 0.0440415947
## Successful.Interceptions...away -0.025875976 -0.1208921159 0.0171669676
## Successful.Interceptions...home -0.060647828 -0.0730626799 -0.0469490035
## Successful.Passes...away -0.006582260 0.0338259903 0.0762609812
## Successful.Passes...home 0.009241651 0.1079357984 -0.0183370104
## Successful.Passes.Percentage...away 0.041043013 -0.0598327986 -0.0767919492
## Successful.Passes.Percentage...home 0.040215669 -0.0970023491 0.0562296899
## Tackles...away -0.008350739 -0.1178048270 0.0191404990
## Tackles...home -0.035115467 -0.0459607453 -0.0574051183
## Throwins...away -0.084288924 -0.0797373771 0.0620924618
## Throwins...home -0.062038787 -0.1386932830 0.0960961793
## Total.Crosses...away 0.002373041 0.0018953807 0.0463616401
## Total.Crosses...home -0.077708107 -0.1918390779 0.0136845537
## Yellowcards...away -0.286403831 0.2422340449 0.0203862354
## Yellowcards...home 0.270193808 0.1413015660 0.2757054421
## Yellowred.Cards...away 0.015825700 -0.1954336549 -0.0793811811
## Yellowred.Cards...home 0.142682143 0.1633585582 -0.2282071867
## current_state -0.165445989 0.1310381703 0.1309237264
## total_minute -0.021258408 0.0235283934 0.0134419170
## PC34 PC35 PC36
## halftime 0.028662599 -0.0536363725 -0.1142820634
## X1 0.348634974 0.0114914591 -0.0903492405
## X2 -0.313920147 -0.0415265229 0.1236941083
## X 0.086011404 0.0705707487 -0.0410059659
## Accurate.Crosses...away -0.043252497 0.0547960653 0.0784558889
## Accurate.Crosses...home 0.107936251 0.0569997686 0.0511152235
## Assists...away -0.092626557 -0.0820092795 0.0730895692
## Assists...home 0.183700935 0.1011388345 -0.0684537172
## Attacks...away 0.015373296 -0.0850251646 -0.0477667303
## Attacks...home -0.022524346 -0.0391872979 -0.0030296504
## Ball.Possession.....away -0.001456854 0.0188911680 0.0252450815
## Ball.Possession.....home 0.001202337 -0.0131569446 -0.0208166360
## Ball.Safe...away 0.025270051 0.0009060166 -0.0068018102
## Ball.Safe...home 0.027284560 0.0094356403 -0.0247882070
## Challenges...away 0.082151752 0.0539200037 0.0908533964
## Challenges...home 0.006959383 0.0869382865 0.0441568041
## Corners...away 0.218616598 -0.0611921100 0.0299097105
## Corners...home 0.005645462 0.0076360152 0.0160491847
## Counter.Attacks...away -0.069884937 0.1274698340 -0.0489276240
## Counter.Attacks...home 0.077876431 0.0055699484 0.0602980557
## Dangerous.Attacks...away 0.052572969 -0.1029966122 -0.0271489761
## Dangerous.Attacks...home -0.018665077 -0.0263723617 0.0631252283
## Dribble.Attempts...away -0.058801164 -0.0204292971 0.0206761787
## Dribble.Attempts...home 0.075685283 -0.0193629085 0.1122554742
## Fouls...away -0.034622019 0.1377469887 -0.1441663655
## Fouls...home 0.057897482 0.0275897779 -0.0009108979
## Free.Kicks...away -0.036451639 -0.0436027508 0.0092534152
## Free.Kicks...home -0.081395508 -0.0295909883 -0.0470720813
## Goal.Attempts...away -0.021459886 0.1408509929 -0.0263376959
## Goal.Attempts...home 0.034205036 0.0848955137 0.1642039441
## Goal.Kicks...away -0.045089698 0.0899367892 0.2468503716
## Goal.Kicks...home -0.147458556 0.2046947021 -0.1314082854
## Goals...away -0.061158953 -0.0256541567 0.0660838643
## Goals...home 0.135720117 0.0122988388 -0.0898192881
## Headers...away -0.008176693 -0.0121005094 0.0660093529
## Headers...home 0.000210537 0.0554272635 -0.0137355236
## Hit.Woodwork...away 0.092387625 -0.0833067422 0.0596859394
## Hit.Woodwork...home -0.046446935 -0.0002054859 -0.1619261619
## Injuries...away -0.174362314 -0.0438290848 -0.1440218295
## Injuries...home 0.020659975 -0.1391935861 0.1792682130
## Interceptions...away 0.082123138 0.0553004111 0.0911394700
## Interceptions...home 0.006733026 0.0890044228 0.0447162894
## Key.Passes...away -0.059185951 0.0146449912 0.0215714799
## Key.Passes...home 0.022229416 -0.0160417760 -0.0353557766
## Long.Passes...away 0.008728481 -0.2773361321 -0.1114771101
## Long.Passes...home -0.054659271 -0.2098519631 -0.2172718452
## Offsides...away -0.042237974 -0.0670089112 -0.0533745247
## Offsides...home -0.028695499 0.0620931728 0.0607013770
## Passes...away 0.006057183 -0.1004179885 -0.0797658780
## Passes...home -0.042862893 -0.0740586252 -0.0283259706
## Penalties...away -0.039598965 -0.0643350363 -0.0750539788
## Penalties...home 0.063739531 -0.2028027576 0.0340161302
## Redcards...away -0.013786793 -0.0651265815 0.0581745477
## Redcards...home -0.365611676 -0.0601680911 -0.0427061569
## Saves...away -0.162974008 -0.0202873005 0.0424356420
## Saves...home -0.005210051 0.1260202914 -0.1006465537
## Shots.Blocked...away 0.186176326 -0.3294960993 0.1789982563
## Shots.Blocked...home 0.088316029 -0.0897413512 -0.3876619198
## Shots.Insidebox...away -0.098974803 0.0748119578 0.0781757977
## Shots.Insidebox...home 0.044626589 0.0369126135 0.0420941975
## Shots.Off.Target...away -0.151057492 0.2035422861 -0.0695211910
## Shots.Off.Target...home 0.052758148 0.0523170377 0.2015990118
## Shots.On.Target...away -0.024581285 0.1038445850 -0.0438352274
## Shots.On.Target...home -0.075361560 -0.0158208640 -0.0098632768
## Shots.Outsidebox...away 0.122928004 -0.0744883009 -0.0901008259
## Shots.Outsidebox...home -0.027137125 -0.0805044431 -0.1961999482
## Shots.Total...away -0.013904384 0.0141099328 0.0138295458
## Shots.Total...home 0.023277144 -0.0191149299 -0.0526610941
## Substitutions...away -0.164816988 -0.0867451785 0.0616253196
## Substitutions...home -0.199383711 -0.1297280796 0.1525399289
## Successful.Dribbles...away -0.026762723 -0.0247782975 0.0976390960
## Successful.Dribbles...home 0.066296468 -0.0322862571 0.1299199715
## Successful.Headers...away -0.033342603 -0.0039550427 0.0454815527
## Successful.Headers...home 0.024241444 0.0499319377 0.0037907152
## Successful.Interceptions...away 0.059945783 0.0834502478 0.0380679658
## Successful.Interceptions...home -0.077945615 0.0718734755 -0.0406332739
## Successful.Passes...away 0.003274897 -0.1102839266 -0.0854611246
## Successful.Passes...home -0.046900589 -0.0788410506 -0.0198020332
## Successful.Passes.Percentage...away -0.050381774 0.1304007859 0.1108485985
## Successful.Passes.Percentage...home 0.011203255 0.0782038017 0.0728238707
## Tackles...away 0.050247870 0.0652403129 0.0242595734
## Tackles...home -0.092767314 0.0153986877 -0.0486360401
## Throwins...away -0.007539413 -0.0332669857 -0.1564563609
## Throwins...home 0.015850990 -0.0322401752 -0.0217759719
## Total.Crosses...away 0.118839013 -0.0442291760 0.0322823018
## Total.Crosses...home -0.001247910 0.0258724021 0.0470375097
## Yellowcards...away 0.070604839 0.5096107407 -0.1729807160
## Yellowcards...home 0.175949162 0.1102451493 0.3358047798
## Yellowred.Cards...away 0.113184071 -0.0059488597 -0.0624444934
## Yellowred.Cards...home 0.288919022 -0.0180185003 -0.1240307608
## current_state -0.027615464 -0.0132033253 -0.0038980295
## total_minute -0.014997416 -0.0481627116 -0.0399611663
## PC37 PC38 PC39
## halftime 0.050208273 -0.1425591545 -0.015515090
## X1 -0.014659091 -0.0492564930 0.071497371
## X2 -0.043087568 0.1103232366 -0.011024244
## X 0.060225146 -0.0778301020 0.008983740
## Accurate.Crosses...away -0.094267848 -0.0986375129 -0.036986873
## Accurate.Crosses...home -0.073426178 0.0879367910 0.063978570
## Assists...away -0.063573633 0.1552444334 0.071702084
## Assists...home -0.051425687 -0.0826743774 -0.003286727
## Attacks...away 0.063451142 0.0644058326 -0.013661466
## Attacks...home -0.046374407 -0.1281603808 -0.022805179
## Ball.Possession.....away -0.020687028 -0.0295800092 -0.010205305
## Ball.Possession.....home 0.018312888 0.0339341723 0.011730537
## Ball.Safe...away -0.048110446 -0.0039527551 0.013165775
## Ball.Safe...home -0.069900291 -0.0321668219 0.047618517
## Challenges...away -0.046845323 0.1191304575 0.039945300
## Challenges...home -0.044908630 0.0050199606 -0.010574623
## Corners...away -0.023101625 0.0520525219 0.148429059
## Corners...home -0.013836829 0.0604127252 0.085556186
## Counter.Attacks...away -0.151562254 -0.2913929755 -0.041790777
## Counter.Attacks...home 0.179610276 0.3684479813 0.087413672
## Dangerous.Attacks...away -0.006628238 0.1074224793 0.049925851
## Dangerous.Attacks...home -0.025856381 -0.0876044490 0.042543557
## Dribble.Attempts...away -0.136040066 -0.0218720755 0.023754723
## Dribble.Attempts...home 0.048725696 0.0794934098 -0.062612554
## Fouls...away -0.153260897 -0.0774993879 -0.047054674
## Fouls...home 0.153037733 -0.0485878611 -0.071274778
## Free.Kicks...away 0.004968030 0.0315199802 -0.016320932
## Free.Kicks...home 0.002055491 0.0338545498 0.027638426
## Goal.Attempts...away -0.012431414 0.0003461463 0.088672866
## Goal.Attempts...home -0.031773480 -0.0049585470 -0.018602684
## Goal.Kicks...away 0.111453759 -0.0958969917 -0.042080977
## Goal.Kicks...home 0.126189279 0.0908109446 -0.057229169
## Goals...away -0.069757027 0.1115311394 0.074834468
## Goals...home -0.051804013 -0.0445620429 0.022618150
## Headers...away -0.012385131 -0.0095813924 0.030306516
## Headers...home -0.051968412 0.0674302992 0.017718366
## Hit.Woodwork...away -0.007806442 -0.0033727629 0.085425228
## Hit.Woodwork...home -0.108115623 -0.0095957085 0.077150652
## Injuries...away 0.231555112 0.1420052330 0.022795334
## Injuries...home -0.052686104 -0.1882944382 -0.030630268
## Interceptions...away -0.050951829 0.1206450625 0.040752543
## Interceptions...home -0.046425524 0.0049086768 -0.011212282
## Key.Passes...away -0.009372461 -0.0362346086 -0.039383325
## Key.Passes...home 0.012164326 0.0292476236 -0.005146126
## Long.Passes...away 0.218506264 -0.0339084558 -0.075951575
## Long.Passes...home 0.187999644 -0.1207169611 -0.035696596
## Offsides...away -0.123463593 -0.0185634036 0.102042739
## Offsides...home -0.033754375 -0.1462207671 0.004450566
## Passes...away 0.071801865 0.0340902183 -0.072647722
## Passes...home -0.061946457 -0.1309540473 -0.002234277
## Penalties...away -0.081545033 0.1264624075 0.049891072
## Penalties...home -0.012804917 -0.0381829829 -0.007081780
## Redcards...away 0.146939154 -0.1545286722 0.547524112
## Redcards...home 0.002340319 -0.0638529169 -0.051917720
## Saves...away 0.133694796 -0.0278487427 -0.043292374
## Saves...home 0.172492503 -0.0233824114 -0.039506918
## Shots.Blocked...away -0.275833035 -0.0913042596 -0.089134050
## Shots.Blocked...home -0.120256539 0.1050904001 -0.070363205
## Shots.Insidebox...away -0.113718705 -0.0881255708 -0.148715191
## Shots.Insidebox...home 0.031981178 0.1568515369 -0.035248584
## Shots.Off.Target...away 0.111557563 -0.0194144133 0.009696120
## Shots.Off.Target...home 0.088061609 0.0237410766 0.029500592
## Shots.On.Target...away 0.092137837 0.0383031959 -0.001445041
## Shots.On.Target...home 0.080933953 -0.0455850383 -0.026616067
## Shots.Outsidebox...away 0.144820047 0.0723866992 0.171878516
## Shots.Outsidebox...home -0.010770220 -0.2161825667 -0.019643937
## Shots.Total...away -0.008518008 -0.0259240348 -0.027511183
## Shots.Total...home 0.026389092 0.0288160485 -0.024759980
## Substitutions...away -0.139435370 0.2009314327 -0.001256600
## Substitutions...home -0.174291776 0.2146514262 -0.027770569
## Successful.Dribbles...away -0.199184247 -0.0350001475 -0.124275676
## Successful.Dribbles...home 0.145292357 0.2111582198 -0.067620300
## Successful.Headers...away 0.008827585 -0.0117618777 0.017766761
## Successful.Headers...home -0.071876539 0.0700374633 0.029454385
## Successful.Interceptions...away -0.008381266 -0.0505015969 -0.015303277
## Successful.Interceptions...home -0.025924643 -0.0139638373 0.218341829
## Successful.Passes...away 0.074587247 0.0469816886 -0.072670840
## Successful.Passes...home -0.071722906 -0.1450857477 -0.001682685
## Successful.Passes.Percentage...away -0.153859416 -0.0291832286 0.093174816
## Successful.Passes.Percentage...home 0.027673991 0.1739180263 -0.026795030
## Tackles...away -0.013413735 -0.0671555333 -0.055161727
## Tackles...home -0.028418401 0.0077902627 0.223648076
## Throwins...away 0.032760817 0.0355142376 -0.050151070
## Throwins...home 0.068951820 -0.0596664247 -0.020427982
## Total.Crosses...away -0.017234871 0.0451724112 0.044883585
## Total.Crosses...home -0.031270887 0.0041452224 0.069487303
## Yellowcards...away -0.109506824 0.0644368730 -0.010927831
## Yellowcards...home 0.370002195 -0.2024652829 -0.156112833
## Yellowred.Cards...away -0.081809102 0.1622271186 -0.534251340
## Yellowred.Cards...home -0.115364670 0.0790012008 0.046493388
## current_state 0.199982965 -0.0628308721 -0.154510945
## total_minute 0.010830470 -0.0224887924 -0.020625918
## PC40 PC41 PC42
## halftime -0.0202036115 -0.0577697627 0.0840443617
## X1 0.0004281368 -0.0381637769 -0.0593725075
## X2 -0.0873555392 -0.0182655040 0.0099957538
## X -0.0951713242 -0.1164636557 0.0202165360
## Accurate.Crosses...away -0.1344818296 -0.0915734927 -0.0979611818
## Accurate.Crosses...home 0.0488471478 0.0657412511 0.0834025186
## Assists...away -0.1056657430 0.0003565679 0.0491218492
## Assists...home 0.0855328903 0.0304060964 -0.0460339847
## Attacks...away -0.0428261325 -0.0069048307 0.1078567677
## Attacks...home 0.0403425462 0.0231614233 -0.0530829273
## Ball.Possession.....away 0.0120115832 0.0160074579 0.0117048282
## Ball.Possession.....home -0.0131616664 -0.0118192081 -0.0126672087
## Ball.Safe...away 0.0073125625 -0.0042772103 0.0320437616
## Ball.Safe...home 0.0299869067 0.0058248102 -0.0598669099
## Challenges...away 0.0209471904 -0.0715588126 -0.0035534728
## Challenges...home 0.0428702651 -0.0233919081 -0.0066979877
## Corners...away 0.3883288540 0.2172280108 0.0152564981
## Corners...home 0.1234514845 -0.2285698955 -0.1306862020
## Counter.Attacks...away 0.1931962386 0.1055454621 -0.0164086186
## Counter.Attacks...home -0.1042482744 -0.1106557506 -0.0291079359
## Dangerous.Attacks...away 0.0240088385 0.0425927362 0.0907613450
## Dangerous.Attacks...home 0.0379156665 -0.0590661073 -0.0049431949
## Dribble.Attempts...away 0.0724312063 -0.0830340841 -0.0009271680
## Dribble.Attempts...home 0.0617057805 -0.0682854810 -0.0055725081
## Fouls...away -0.1276319271 -0.0164677793 -0.0084409869
## Fouls...home -0.0397973243 0.0200224166 0.0360894614
## Free.Kicks...away -0.0046894123 0.0150204914 -0.0001731235
## Free.Kicks...home 0.0114002813 -0.0266472579 0.0033096267
## Goal.Attempts...away 0.0121562579 -0.0378745770 -0.0257054239
## Goal.Attempts...home -0.0086221321 -0.0060433145 -0.0328589506
## Goal.Kicks...away -0.0668164299 0.0591055973 0.0565550444
## Goal.Kicks...home 0.0886223387 -0.0695277074 0.0384986030
## Goals...away -0.0601281583 0.0308903096 0.0408323646
## Goals...home 0.0502371686 0.0106099302 -0.0114732935
## Headers...away 0.0298613025 -0.1050189218 -0.0257959893
## Headers...home 0.0147348766 0.0128516851 0.0296489412
## Hit.Woodwork...away 0.0367614059 -0.0371703742 -0.0277881936
## Hit.Woodwork...home 0.0845202885 -0.0259614129 -0.0166800419
## Injuries...away 0.0327541953 0.0939012945 0.0829298309
## Injuries...home -0.0441844247 -0.0986522358 -0.0019830450
## Interceptions...away 0.0196190121 -0.0704167386 -0.0041894573
## Interceptions...home 0.0414435326 -0.0240945166 -0.0071294615
## Key.Passes...away -0.0955766033 -0.0626144681 -0.0128791931
## Key.Passes...home -0.0540496429 0.0235182746 0.0139974036
## Long.Passes...away -0.0416438822 -0.3212277562 0.0315569098
## Long.Passes...home 0.0431528473 -0.1531726153 -0.0642498041
## Offsides...away -0.0034444967 -0.0097214227 0.0389538131
## Offsides...home -0.0573482041 0.0508737599 -0.0737876901
## Passes...away -0.0319682937 -0.0361521246 0.1877571078
## Passes...home 0.0614732529 0.0011362067 -0.0742983959
## Penalties...away -0.0024845941 0.0336053183 -0.0126387876
## Penalties...home -0.0088689396 0.0454627135 0.0003438099
## Redcards...away -0.0132183325 -0.1018410072 0.2121899302
## Redcards...home 0.0826447341 -0.0020396335 -0.0174034395
## Saves...away 0.0381987247 0.0841187462 0.0716900061
## Saves...home 0.0432868825 -0.0075701088 -0.0350851251
## Shots.Blocked...away -0.2117477443 -0.0778261596 -0.0479831363
## Shots.Blocked...home -0.1515422872 -0.0771893266 -0.0149664608
## Shots.Insidebox...away -0.1360898277 -0.1810200699 0.0505614987
## Shots.Insidebox...home -0.1202901354 -0.0378048295 0.0626519920
## Shots.Off.Target...away -0.0101147155 0.0150307097 -0.0123787084
## Shots.Off.Target...home -0.0616080495 0.0781544990 0.0391824361
## Shots.On.Target...away -0.0005716333 0.0154160739 -0.0087912466
## Shots.On.Target...home 0.0506460633 0.0633044019 0.0541464620
## Shots.Outsidebox...away 0.0302300764 0.2470499641 -0.1461271570
## Shots.Outsidebox...home 0.0819623639 0.1643932284 -0.0444011253
## Shots.Total...away -0.0853234610 -0.0149956480 -0.0281370241
## Shots.Total...home -0.0638889597 0.0315399299 0.0317144930
## Substitutions...away 0.0641328677 0.2069302302 -0.0544224679
## Substitutions...home 0.1157928812 0.1313729584 -0.0008839776
## Successful.Dribbles...away 0.3271749240 -0.1763306335 0.2615232754
## Successful.Dribbles...home 0.2549061929 -0.2131534270 -0.2970399637
## Successful.Headers...away 0.0307878851 -0.1552583590 -0.0421307447
## Successful.Headers...home 0.0130103776 0.0654281788 0.0477159904
## Successful.Interceptions...away -0.2149412303 0.2142463731 0.2750367469
## Successful.Interceptions...home -0.2648532248 0.0888704493 -0.3033840159
## Successful.Passes...away -0.0375054100 -0.0472367887 0.2020118152
## Successful.Passes...home 0.0721475418 -0.0004616829 -0.0798937039
## Successful.Passes.Percentage...away 0.0430803582 0.0569800973 -0.2055023968
## Successful.Passes.Percentage...home -0.0594579630 0.0509345030 0.1430615825
## Tackles...away -0.1679996297 0.1954715468 0.3063800987
## Tackles...home -0.2302319294 0.0344584535 -0.3262696686
## Throwins...away -0.0563376889 0.1571581985 -0.2015051765
## Throwins...home 0.0285544228 0.2695954034 0.0197940779
## Total.Crosses...away 0.1297879047 0.1321212521 0.0413712979
## Total.Crosses...home 0.1121384823 -0.0897666187 -0.0408150644
## Yellowcards...away 0.0603686745 -0.2088813124 0.0912904203
## Yellowcards...home -0.0764129841 0.0403502982 -0.1467471109
## Yellowred.Cards...away -0.0677858142 0.1232625010 -0.1818147828
## Yellowred.Cards...home -0.0458972432 0.0189456673 0.0300775418
## current_state 0.2231247422 0.1378103681 -0.0918239503
## total_minute 0.0126979421 0.0252909982 0.0212120749
## PC43 PC44 PC45
## halftime 0.0149500171 -0.1277683377 -0.065387092
## X1 0.0486314036 0.0785668673 0.063763475
## X2 -0.2199804447 -0.0986802500 0.044975903
## X -0.1723574788 -0.0802816175 -0.028767312
## Accurate.Crosses...away 0.0286192349 0.0675586070 0.087928790
## Accurate.Crosses...home 0.0051696921 -0.1008337137 0.055775917
## Assists...away -0.3074497593 -0.0958602638 0.054187720
## Assists...home 0.1081747327 0.0775510808 -0.063321578
## Attacks...away 0.0596285149 -0.1342186699 -0.083532018
## Attacks...home 0.0481739779 -0.0207515633 -0.007576669
## Ball.Possession.....away -0.0155847071 0.0171795029 0.008273141
## Ball.Possession.....home 0.0113225604 -0.0108779830 -0.006518568
## Ball.Safe...away 0.0026442900 0.0094863398 -0.024000636
## Ball.Safe...home -0.0067472459 0.0315253583 0.038312639
## Challenges...away 0.0087278070 -0.0929322565 -0.018590691
## Challenges...home -0.0277933201 0.0563682802 0.045070577
## Corners...away -0.2434534895 -0.1114802147 0.028508896
## Corners...home -0.0435443297 0.0162756092 -0.380137048
## Counter.Attacks...away 0.0346621935 -0.3648612154 0.181781879
## Counter.Attacks...home -0.0366411471 0.3953577620 -0.169686312
## Dangerous.Attacks...away 0.0331743725 -0.1342012404 -0.099339978
## Dangerous.Attacks...home 0.0309152624 -0.0015194453 -0.153653394
## Dribble.Attempts...away -0.0331953350 0.0306262215 0.021809947
## Dribble.Attempts...home 0.0254529891 -0.0356031093 0.042910181
## Fouls...away -0.0295212331 0.1787055005 0.152195224
## Fouls...home 0.0666628326 -0.0444027601 0.198769527
## Free.Kicks...away 0.0172423335 0.0134182762 0.016703398
## Free.Kicks...home 0.0089888181 0.0218823228 0.021837649
## Goal.Attempts...away -0.0001102820 0.0528360444 0.026485537
## Goal.Attempts...home -0.0296382611 -0.0022827522 -0.047593778
## Goal.Kicks...away 0.0295609948 -0.0461528479 -0.045646170
## Goal.Kicks...home 0.0586818694 -0.0321063106 -0.043945653
## Goals...away -0.1599835536 -0.0480025119 0.005370373
## Goals...home 0.1047567049 0.0655698127 -0.054303448
## Headers...away 0.0262017372 0.0024816352 -0.023107715
## Headers...home -0.0039515037 -0.0205931268 -0.013464427
## Hit.Woodwork...away -0.1184418922 -0.0484606939 0.020535649
## Hit.Woodwork...home 0.0332082316 0.0221912476 -0.053591850
## Injuries...away -0.0017275747 -0.0529274827 0.032288417
## Injuries...home 0.0166452298 -0.0022496331 -0.007599158
## Interceptions...away 0.0114271134 -0.0933559985 -0.020381194
## Interceptions...home -0.0247253263 0.0553356889 0.044216588
## Key.Passes...away 0.0287516466 0.0394372575 -0.036626644
## Key.Passes...home 0.0183386903 -0.0217138385 0.145434870
## Long.Passes...away -0.0950021067 -0.0087065333 0.124072131
## Long.Passes...home -0.2607830035 0.1869165895 0.110945629
## Offsides...away -0.0342116460 0.0501066628 0.002700317
## Offsides...home -0.0438079923 0.0117583304 -0.023179382
## Passes...away 0.1052577578 -0.2121868072 -0.153258225
## Passes...home 0.0436085187 -0.0317788650 0.043475306
## Penalties...away -0.0521237779 -0.0687870350 -0.016244568
## Penalties...home 0.1102679380 0.0668800304 -0.090491587
## Redcards...away 0.1764683178 0.0800525086 0.114041519
## Redcards...home -0.0914482362 0.0138342905 0.010959901
## Saves...away -0.0735542750 -0.0030976591 0.017723058
## Saves...home 0.1000148466 0.0421556592 -0.040386512
## Shots.Blocked...away 0.0452536688 0.0346746999 -0.038057866
## Shots.Blocked...home 0.0680508375 0.0555874303 0.232263332
## Shots.Insidebox...away 0.0996524898 0.0821196657 -0.072752583
## Shots.Insidebox...home 0.1207474280 -0.0487397067 0.362211042
## Shots.Off.Target...away 0.0080300438 0.0742056843 0.038659094
## Shots.Off.Target...home -0.0124873923 -0.0602706054 0.064168412
## Shots.On.Target...away 0.0006601462 0.0133358264 -0.032883897
## Shots.On.Target...home -0.0124022613 0.0102993925 -0.013485697
## Shots.Outsidebox...away -0.1188599649 0.0033729588 0.081684617
## Shots.Outsidebox...home -0.2097275337 0.0838716473 -0.365972181
## Shots.Total...away 0.0222241780 0.0530817004 -0.014456850
## Shots.Total...home 0.0127537479 -0.0009432811 0.107669886
## Substitutions...away 0.2375880535 0.0920927558 -0.032508833
## Substitutions...home 0.2044035882 0.1009930603 0.017202125
## Successful.Dribbles...away -0.1240070235 0.2488629170 0.158173694
## Successful.Dribbles...home 0.0222022551 -0.0912656900 0.143244829
## Successful.Headers...away 0.0444909316 -0.0032602007 -0.068522541
## Successful.Headers...home -0.0239090654 -0.0152582194 0.032387353
## Successful.Interceptions...away -0.0458764809 0.0908528059 -0.053043425
## Successful.Interceptions...home 0.0184126598 -0.1396343671 -0.063547074
## Successful.Passes...away 0.1185799614 -0.2431998165 -0.173568398
## Successful.Passes...home 0.0480955238 -0.0400581201 0.047157080
## Successful.Passes.Percentage...away -0.0819871241 0.1824554664 0.110467240
## Successful.Passes.Percentage...home -0.0264786498 -0.0107304552 -0.055803620
## Tackles...away -0.0323950908 0.1244706268 -0.039520945
## Tackles...home 0.0787219356 -0.1535724657 -0.035045337
## Throwins...away -0.0499252483 0.1131757021 0.053397283
## Throwins...home -0.1150051323 0.2734381255 -0.022477511
## Total.Crosses...away -0.1002523790 -0.0880204306 0.079197653
## Total.Crosses...home -0.0105864351 0.0322327523 -0.226802021
## Yellowcards...away -0.0846818405 -0.0554391526 -0.069435746
## Yellowcards...home -0.1205155013 0.0023192229 0.016004219
## Yellowred.Cards...away -0.1180864577 -0.0995120044 -0.083853589
## Yellowred.Cards...home 0.0648703403 0.0127782024 -0.037542222
## current_state 0.4496249599 0.1284276116 -0.006374453
## total_minute 0.0289635667 -0.0108429627 -0.015932226
## PC46 PC47 PC48
## halftime 0.2627540191 0.0693022625 0.027223387
## X1 0.0191931907 -0.0269046628 0.017013638
## X2 -0.0061598213 -0.0623117243 0.014836764
## X 0.1327043642 -0.0028938519 -0.013709126
## Accurate.Crosses...away -0.0611730279 -0.0161513048 0.143858801
## Accurate.Crosses...home 0.0676635594 -0.0639806966 -0.187861001
## Assists...away 0.0003750029 -0.0337336560 -0.015031141
## Assists...home -0.0424427888 0.0242880584 -0.008129260
## Attacks...away 0.0460237330 -0.0570001582 0.063968233
## Attacks...home 0.1965723250 0.0517366518 0.036679978
## Ball.Possession.....away -0.0140226734 -0.0222747269 0.009633416
## Ball.Possession.....home 0.0066626003 0.0153186994 -0.009141144
## Ball.Safe...away -0.0272577355 -0.0423221725 -0.008825713
## Ball.Safe...home 0.0001204303 -0.0112241738 -0.009697742
## Challenges...away -0.0616538298 -0.0785882825 -0.070515728
## Challenges...home 0.0339675330 0.0622143654 0.084173464
## Corners...away 0.0085537102 0.2215812407 -0.123343150
## Corners...home -0.1992195613 0.0972533746 0.093163864
## Counter.Attacks...away -0.2410490869 -0.1641825778 0.088689010
## Counter.Attacks...home 0.2333755510 0.1114487134 -0.029235040
## Dangerous.Attacks...away 0.0976634784 -0.0489282858 0.034727889
## Dangerous.Attacks...home 0.0815249190 0.0145053227 0.076044892
## Dribble.Attempts...away -0.0153486402 0.0792695238 -0.027470831
## Dribble.Attempts...home -0.0914277997 0.0245061178 -0.047896414
## Fouls...away 0.0719707739 0.0802548252 -0.130184800
## Fouls...home -0.0132871411 0.0008069824 -0.461210456
## Free.Kicks...away -0.0394516002 -0.0420911331 -0.051456739
## Free.Kicks...home 0.0001892684 0.0280246704 0.061738138
## Goal.Attempts...away -0.0514075792 0.0406247557 0.043343037
## Goal.Attempts...home -0.0907559477 0.0087398036 -0.048937452
## Goal.Kicks...away 0.0691694066 0.0385357540 0.084065471
## Goal.Kicks...home 0.0446840082 -0.0541807595 -0.087209224
## Goals...away 0.0145235639 0.0140678914 0.062345379
## Goals...home -0.0347700874 0.0057038730 0.011818870
## Headers...away -0.0398478423 0.1028675508 0.162918201
## Headers...home 0.0642837730 -0.0193173912 -0.144248108
## Hit.Woodwork...away 0.0183097707 -0.0204475871 -0.014525329
## Hit.Woodwork...home 0.0012347812 0.0674991668 0.008694570
## Injuries...away 0.1127173264 0.0080132182 0.035296142
## Injuries...home 0.0545759031 -0.0122253962 -0.009302373
## Interceptions...away -0.0570804179 -0.0789279267 -0.074134491
## Interceptions...home 0.0369948102 0.0621508299 0.083077686
## Key.Passes...away 0.0093623889 -0.0815351973 -0.024394504
## Key.Passes...home -0.0042152647 -0.0078529540 0.009415997
## Long.Passes...away -0.4107537123 0.1423100446 0.193178883
## Long.Passes...home -0.1425777659 0.0299869112 -0.331365838
## Offsides...away 0.0115336715 -0.0020878338 0.067355272
## Offsides...home -0.0513317361 0.0135255059 0.003198909
## Passes...away 0.0671677869 -0.0523491013 0.043390442
## Passes...home 0.2739559491 0.1518291582 0.087668391
## Penalties...away 0.0235593834 0.0320374393 0.055072672
## Penalties...home -0.0381605987 -0.0087788891 0.023116246
## Redcards...away -0.0252421625 -0.1400810245 -0.031365903
## Redcards...home 0.0307770689 0.0485717919 -0.002070262
## Saves...away 0.0693453778 -0.0555500588 -0.020757444
## Saves...home 0.0204334382 0.0233574431 -0.032831206
## Shots.Blocked...away 0.0121926651 -0.1528599574 -0.074874593
## Shots.Blocked...home -0.0260346331 0.0399647108 0.060256157
## Shots.Insidebox...away 0.0478874734 -0.1446049345 -0.174936736
## Shots.Insidebox...home 0.0356460232 0.0288702410 0.124074253
## Shots.Off.Target...away -0.0209205312 0.0387022486 0.016998030
## Shots.Off.Target...home -0.0814902287 -0.0524551135 -0.020110884
## Shots.On.Target...away 0.0307950506 0.0179678200 -0.010082104
## Shots.On.Target...home 0.0400912560 -0.0289699469 -0.024687762
## Shots.Outsidebox...away -0.0644559914 0.1168200425 0.239281234
## Shots.Outsidebox...home -0.1595176792 -0.1398416508 -0.188472746
## Shots.Total...away 0.0067068030 -0.0390514407 -0.022738083
## Shots.Total...home -0.0289945746 -0.0227421372 0.004366864
## Substitutions...away -0.1789801106 0.0176607246 -0.100368809
## Substitutions...home -0.1291720961 0.0980836371 0.037078285
## Successful.Dribbles...away 0.0245947606 -0.0290807223 0.031386318
## Successful.Dribbles...home 0.0243759664 -0.2506688663 -0.062660073
## Successful.Headers...away -0.0843046240 0.0740857435 0.198933569
## Successful.Headers...home 0.1094949364 0.0050631859 -0.188101147
## Successful.Interceptions...away -0.1842013990 0.1649387208 0.032843135
## Successful.Interceptions...home -0.0723404457 0.0797153442 -0.074595183
## Successful.Passes...away 0.0708818051 -0.0433893803 0.037626720
## Successful.Passes...home 0.3001139310 0.1845700925 0.091620513
## Successful.Passes.Percentage...away 0.0423021058 0.0574735627 0.017824855
## Successful.Passes.Percentage...home -0.1918524998 -0.1663620010 -0.006903703
## Tackles...away -0.1597746174 0.2009780063 0.019473632
## Tackles...home -0.0502160236 0.0748916525 -0.126845776
## Throwins...away 0.0228006175 -0.4539389496 0.220755938
## Throwins...home 0.0963066675 -0.4138673451 0.215630366
## Total.Crosses...away -0.0040926849 0.0316893115 0.017519494
## Total.Crosses...home 0.0123271500 -0.0519217575 -0.026359126
## Yellowcards...away -0.0703896719 -0.0670970844 0.126941447
## Yellowcards...home 0.0127228268 0.0622355272 0.072812539
## Yellowred.Cards...away 0.0206637818 0.1526580832 0.005830801
## Yellowred.Cards...home -0.0218926281 -0.0729023591 0.006133996
## current_state -0.1136281835 0.0725359535 -0.031545890
## total_minute 0.0549760538 0.0025306684 0.008405409
## PC49 PC50 PC51
## halftime -0.2222926229 0.1394953528 0.1288658481
## X1 0.0494906749 0.0172908417 -0.0354739061
## X2 0.0248331628 -0.0002632461 -0.0333730004
## X -0.1079280020 0.0043392814 0.0570879114
## Accurate.Crosses...away -0.3775535950 -0.2370817488 -0.3146015657
## Accurate.Crosses...home -0.0150096993 -0.1748096487 -0.3570514698
## Assists...away -0.0421745547 -0.0172600985 0.0430086171
## Assists...home -0.0037226262 0.0103370764 0.0182425923
## Attacks...away -0.0148469011 0.0741010744 -0.1026473468
## Attacks...home 0.0615793395 -0.1092652760 0.0748220410
## Ball.Possession.....away -0.0206507117 0.0077394929 0.0073783314
## Ball.Possession.....home 0.0208221436 -0.0049720756 -0.0025116728
## Ball.Safe...away -0.0150543349 -0.0229231621 0.0115585351
## Ball.Safe...home -0.0105728257 0.0170306025 -0.0353196408
## Challenges...away -0.0301807418 0.0310870186 -0.0524099112
## Challenges...home 0.0089523785 -0.0120132389 -0.0358832669
## Corners...away 0.2458114289 0.0936130077 0.2936958730
## Corners...home -0.1533156414 0.2793360435 0.1178307926
## Counter.Attacks...away -0.0160538227 0.1117465004 -0.0201250338
## Counter.Attacks...home -0.0317469550 -0.0945487501 -0.0071060829
## Dangerous.Attacks...away 0.0461203375 0.0856134630 -0.1385901510
## Dangerous.Attacks...home 0.0255551385 -0.1924849569 0.0533088455
## Dribble.Attempts...away -0.0009666033 -0.0336608992 -0.0254225959
## Dribble.Attempts...home -0.0356182832 -0.0152610538 -0.0340362608
## Fouls...away -0.3031188247 0.4378685402 -0.0339277907
## Fouls...home -0.3556494777 -0.3500596463 0.4353671640
## Free.Kicks...away -0.0268282228 -0.0867008732 0.0758600618
## Free.Kicks...home -0.0351323966 0.0736912287 -0.1205316884
## Goal.Attempts...away 0.0480995676 -0.0855341217 -0.0719350180
## Goal.Attempts...home -0.0677595085 0.0632725204 0.0704057812
## Goal.Kicks...away 0.0927018748 -0.0768910261 0.0741227677
## Goal.Kicks...home 0.1479544671 0.0688172901 0.0909693652
## Goals...away -0.0062368116 -0.0042180846 0.0509976350
## Goals...home 0.0698205904 -0.0296533204 0.0019780643
## Headers...away -0.0587191231 0.0432042337 0.0880797680
## Headers...home 0.0713738758 -0.0225627818 -0.1360591482
## Hit.Woodwork...away -0.0386184410 -0.0098509686 0.0151177227
## Hit.Woodwork...home -0.0348608764 -0.0442386171 -0.0358277019
## Injuries...away 0.0372091742 0.0078722699 -0.0437078716
## Injuries...home 0.0511470014 0.0235679054 0.0196702638
## Interceptions...away -0.0316018210 0.0307043651 -0.0500905449
## Interceptions...home 0.0083867907 -0.0118848661 -0.0331650493
## Key.Passes...away 0.0121657238 -0.0016451226 0.0347301492
## Key.Passes...home 0.0210903143 0.0550547067 -0.0036772780
## Long.Passes...away 0.1375991209 -0.2699590583 0.0734083617
## Long.Passes...home 0.1762561024 0.1965217096 -0.1945971487
## Offsides...away 0.0421718762 0.0146458917 0.0220423064
## Offsides...home 0.0061187198 -0.0247431426 0.0207922956
## Passes...away -0.0174748423 0.0299344900 -0.0424875904
## Passes...home 0.0527320136 -0.0379287031 -0.0146436088
## Penalties...away -0.0325382622 0.0580459427 0.0310921472
## Penalties...home -0.0101604412 0.0012783983 -0.0409277150
## Redcards...away 0.0021923181 0.0845535306 -0.0143196888
## Redcards...home -0.0150434437 -0.0617146812 -0.0225921697
## Saves...away -0.0492783853 -0.0579173106 0.0033693873
## Saves...home -0.0200380036 0.0486716850 -0.0525564368
## Shots.Blocked...away 0.1277213281 -0.0493205104 0.0344314886
## Shots.Blocked...home 0.1468694272 -0.0117262498 0.0034610989
## Shots.Insidebox...away 0.2197409519 0.0837610803 0.1305167198
## Shots.Insidebox...home 0.0635594046 0.1378288441 0.1022212621
## Shots.Off.Target...away -0.0134572537 0.0174731803 0.0918773938
## Shots.Off.Target...home -0.0867509341 0.1441368518 0.0453567223
## Shots.On.Target...away -0.0101538433 0.0362921971 -0.0001205763
## Shots.On.Target...home -0.0078623929 -0.0474030462 -0.0009867827
## Shots.Outsidebox...away -0.2613956133 -0.0986551300 -0.0781711098
## Shots.Outsidebox...home -0.1082686233 -0.1023047467 -0.1186950956
## Shots.Total...away 0.0439974243 0.0068701054 0.0574891329
## Shots.Total...home 0.0158761204 0.0399093556 0.0235639065
## Substitutions...away 0.0563772385 0.0984285814 0.0264809397
## Substitutions...home 0.0098945160 -0.0754754696 0.0145624399
## Successful.Dribbles...away -0.0987371620 0.0082726426 -0.0612555197
## Successful.Dribbles...home -0.0508379262 0.0510235874 -0.0940362651
## Successful.Headers...away -0.0911300004 0.0955609299 0.1766500926
## Successful.Headers...home 0.1034205967 -0.0760207860 -0.2273564906
## Successful.Interceptions...away 0.0500130976 0.0649867191 -0.0681574206
## Successful.Interceptions...home 0.1247815082 -0.0314685370 -0.0160691100
## Successful.Passes...away -0.0208333224 0.0291834660 -0.0597580062
## Successful.Passes...home 0.0539568747 -0.0515298625 -0.0255475437
## Successful.Passes.Percentage...away 0.0542093338 0.0056877308 0.0404202444
## Successful.Passes.Percentage...home -0.0419333753 0.0490188827 0.0361798817
## Tackles...away 0.0007145775 -0.0074656916 -0.0163064611
## Tackles...home 0.0874365692 -0.0414375861 0.0352784091
## Throwins...away -0.0513186424 0.0464367880 0.0825146104
## Throwins...home 0.1369232233 -0.0515626729 0.1872890164
## Total.Crosses...away -0.0620868355 -0.0608749623 -0.0638540617
## Total.Crosses...home -0.0649583745 -0.0591957176 0.0173594134
## Yellowcards...away 0.2041145763 -0.2690510470 0.0033410361
## Yellowcards...home 0.1756450290 0.1375518811 -0.2083491380
## Yellowred.Cards...away -0.0342090665 0.0233919512 0.0247986503
## Yellowred.Cards...home -0.0706214330 0.0010081994 0.0767647940
## current_state 0.0075497102 -0.0279148663 -0.0905839183
## total_minute -0.0180888904 0.0078971921 0.0267637567
## PC52 PC53 PC54
## halftime 0.0741126976 0.0348164949 -0.6218142260
## X1 -0.0489498116 -0.0144254424 0.2051061286
## X2 -0.0071585480 -0.0135680246 0.2432324549
## X 0.0636098167 -0.0132648797 -0.2759980770
## Accurate.Crosses...away -0.2101200654 -0.0452766103 -0.0057502124
## Accurate.Crosses...home 0.4848662371 0.1727596714 0.0160766381
## Assists...away -0.0151549667 0.0443332442 0.0316430315
## Assists...home 0.0141137228 -0.0090454988 0.0505974965
## Attacks...away 0.0209585491 0.0557568985 0.1080435039
## Attacks...home -0.0652640883 0.0102019836 0.0480387470
## Ball.Possession.....away -0.0063043095 -0.0229129928 -0.0099407836
## Ball.Possession.....home 0.0072620988 0.0201144994 0.0043269130
## Ball.Safe...away -0.0512816483 -0.0371283226 0.0210031374
## Ball.Safe...home -0.0279244955 0.0521165786 0.0512924309
## Challenges...away 0.0274110505 -0.0077050129 0.0006714290
## Challenges...home -0.0001075776 -0.0002503983 -0.0035077704
## Corners...away 0.0877419283 -0.0650500862 -0.0409748676
## Corners...home -0.2847854593 -0.1720996101 -0.0023826988
## Counter.Attacks...away -0.0277375684 -0.0202695965 -0.0134670311
## Counter.Attacks...home 0.0469221959 0.0519631898 -0.0041183592
## Dangerous.Attacks...away -0.0725760755 0.0631854018 0.0775631882
## Dangerous.Attacks...home -0.0423871635 -0.0251036312 0.0371811811
## Dribble.Attempts...away 0.0105549415 -0.0276874846 0.0374781632
## Dribble.Attempts...home 0.0430583547 -0.0123566936 -0.0073696026
## Fouls...away 0.2801062906 -0.3381845729 0.1719380671
## Fouls...home -0.1107256614 0.0361785445 0.1425780346
## Free.Kicks...away -0.0707527448 0.0564713125 -0.0114665404
## Free.Kicks...home 0.0877620908 -0.0688574688 0.0047994550
## Goal.Attempts...away 0.1709175371 -0.1460382560 -0.0513442540
## Goal.Attempts...home -0.1249194700 0.1098810793 0.0440114026
## Goal.Kicks...away -0.1219442707 -0.3848985272 0.0824129702
## Goal.Kicks...home -0.0586524127 -0.0999690388 0.2361937007
## Goals...away -0.0633387550 -0.0305639723 0.0483117645
## Goals...home 0.0127526995 -0.0441472076 0.0100100969
## Headers...away 0.1472588111 0.2180917238 0.1032168696
## Headers...home -0.1488231101 -0.1726106574 -0.1176296099
## Hit.Woodwork...away 0.0166935215 -0.0272201934 0.0185300372
## Hit.Woodwork...home 0.0172850446 -0.0801182371 0.0165655214
## Injuries...away 0.0053219076 0.0045741757 0.0124440816
## Injuries...home 0.0097680679 0.0029806761 -0.0152134325
## Interceptions...away 0.0274836302 -0.0105380969 0.0052368028
## Interceptions...home 0.0013047158 -0.0034840050 -0.0007249198
## Key.Passes...away 0.0280518505 0.0385334686 -0.0457645797
## Key.Passes...home 0.0057059763 0.1054272232 -0.0132756607
## Long.Passes...away 0.2559638186 -0.2578009993 -0.1040883739
## Long.Passes...home -0.2886876974 0.2732089321 -0.0222538935
## Offsides...away 0.0166727456 0.0225464449 0.0122359334
## Offsides...home -0.0153264847 0.0307200346 0.0183406707
## Passes...away -0.0320095602 -0.0053276611 0.0653017889
## Passes...home -0.0462975882 0.0902914255 0.0833704270
## Penalties...away -0.0221262173 -0.0069330644 0.0265987009
## Penalties...home -0.0323681997 0.0149676428 0.0024306512
## Redcards...away -0.0252441362 -0.0366142156 -0.0039727764
## Redcards...home 0.0604760762 0.0129142972 -0.0063293888
## Saves...away 0.0546524419 -0.0813432665 0.0136093411
## Saves...home 0.0057165476 0.0181540082 0.0452553663
## Shots.Blocked...away -0.0220441975 -0.0284086587 0.0181292517
## Shots.Blocked...home -0.0309815844 -0.0680697141 0.0133709954
## Shots.Insidebox...away 0.0861093946 0.0321817815 -0.0628522543
## Shots.Insidebox...home -0.0918508443 0.0209248395 -0.0214003689
## Shots.Off.Target...away 0.0270122297 0.0704451958 -0.1308291831
## Shots.Off.Target...home 0.0006733722 0.2084937270 -0.0346471872
## Shots.On.Target...away 0.0152656714 -0.0021015899 0.0589724999
## Shots.On.Target...home 0.0302700661 -0.0863588511 0.0182782423
## Shots.Outsidebox...away -0.0955707155 -0.0214311867 0.0118144174
## Shots.Outsidebox...home 0.1366893247 0.0379170300 0.0075121562
## Shots.Total...away 0.0130060206 0.0192489475 -0.0292902664
## Shots.Total...home -0.0062216225 0.0344073708 -0.0071006917
## Substitutions...away 0.0672286365 0.0222532651 -0.1119623346
## Substitutions...home -0.0557606446 0.0540163554 -0.2534987533
## Successful.Dribbles...away -0.0468907780 -0.0066213632 -0.0098180946
## Successful.Dribbles...home 0.0545899497 -0.0788361882 -0.0802306131
## Successful.Headers...away 0.2103951695 0.2831900952 0.1553402523
## Successful.Headers...home -0.2190212792 -0.2479702356 -0.1763785594
## Successful.Interceptions...away -0.0765236127 0.0616234316 -0.0465691550
## Successful.Interceptions...home 0.0121053892 -0.0335207053 -0.0820852455
## Successful.Passes...away -0.0318522216 -0.0038040361 0.0613613858
## Successful.Passes...home -0.0529481242 0.1078575544 0.0826211381
## Successful.Passes.Percentage...away 0.0134012917 0.0468678193 -0.0673456872
## Successful.Passes.Percentage...home 0.0069877739 -0.0610648330 -0.0916631900
## Tackles...away 0.0015657092 0.0884035441 0.0428519154
## Tackles...home 0.0809973169 -0.0266036404 0.0287473202
## Throwins...away -0.1033610389 0.1537040342 -0.0662318083
## Throwins...home 0.1197188535 -0.1673586305 0.0068121066
## Total.Crosses...away -0.0748359208 -0.0181635639 0.0450145095
## Total.Crosses...home 0.0733305700 -0.0023856469 0.0636777590
## Yellowcards...away -0.1088081851 0.1877934142 -0.0838129597
## Yellowcards...home 0.0438486154 0.0008873914 -0.0214705510
## Yellowred.Cards...away 0.0387646077 -0.0300729998 0.0120146140
## Yellowred.Cards...home 0.0023499458 -0.0381029654 0.0142414285
## current_state -0.0119240440 0.0087211826 -0.0034633621
## total_minute -0.0094097040 -0.0201558218 0.1026126402
## PC55 PC56 PC57
## halftime 0.2715598081 0.0258102526 0.022161774
## X1 -0.0320861605 -0.1145978777 0.036492094
## X2 -0.0343644235 -0.1673244483 0.033866077
## X 0.0546141844 0.1892476350 -0.028874344
## Accurate.Crosses...away 0.1231562617 -0.0618875034 -0.135486292
## Accurate.Crosses...home 0.0493218004 0.1609976242 -0.018533966
## Assists...away -0.0126720540 0.0757691716 -0.032935954
## Assists...home -0.0506362303 -0.0121517851 -0.116683233
## Attacks...away 0.0193770569 -0.0648896076 0.111974036
## Attacks...home -0.1787827634 -0.0110566530 -0.055205661
## Ball.Possession.....away -0.0452234064 0.0067442945 -0.113936179
## Ball.Possession.....home 0.0478718354 -0.0026712494 0.110859837
## Ball.Safe...away -0.0307854402 0.0619099326 -0.047966689
## Ball.Safe...home 0.0403056821 0.0530576684 0.057368362
## Challenges...away 0.0135862662 0.0087816681 -0.057258186
## Challenges...home 0.0543863232 0.0071800964 0.035467088
## Corners...away -0.1664339847 -0.0001482804 -0.203250764
## Corners...home 0.0024864439 -0.0273666842 0.215180857
## Counter.Attacks...away 0.0355832383 -0.0362683051 0.019084378
## Counter.Attacks...home -0.0539200177 -0.0183542761 -0.001326469
## Dangerous.Attacks...away 0.0870861442 -0.0050813545 0.208855024
## Dangerous.Attacks...home -0.1330244993 -0.0012048581 -0.138965705
## Dribble.Attempts...away 0.0489158156 -0.0570397736 0.005523498
## Dribble.Attempts...home -0.0447627811 0.0157071305 0.056586031
## Fouls...away -0.1580054520 -0.0313844098 -0.004892098
## Fouls...home 0.0289134210 -0.0374627726 0.059031255
## Free.Kicks...away 0.0377753778 -0.0355115319 0.093585373
## Free.Kicks...home -0.0201337727 0.0463849631 -0.088919245
## Goal.Attempts...away -0.0470141551 -0.1324542371 -0.025857091
## Goal.Attempts...home 0.0265978220 0.0215947815 -0.026367992
## Goal.Kicks...away 0.1299068774 0.2648317875 -0.329791662
## Goal.Kicks...home 0.3298204512 0.3642699174 0.173155893
## Goals...away 0.0535314186 0.0290980489 0.061075012
## Goals...home 0.0074509263 -0.0426457215 0.083639249
## Headers...away 0.1085796915 0.0336244461 -0.050353130
## Headers...home -0.1213495682 -0.0878444552 0.043148696
## Hit.Woodwork...away 0.0202413246 0.0452589924 -0.011717463
## Hit.Woodwork...home -0.0334422958 0.0308294954 -0.040973004
## Injuries...away -0.0025987042 -0.0087838764 0.039655291
## Injuries...home -0.0298535825 0.0072406610 -0.014159586
## Interceptions...away 0.0107552287 0.0088221188 -0.054217292
## Interceptions...home 0.0542486287 0.0050995345 0.035141654
## Key.Passes...away -0.1053031847 -0.0742079132 -0.127205134
## Key.Passes...home -0.0104288883 -0.0640324277 0.038888797
## Long.Passes...away -0.1271646711 0.0552249582 0.273884499
## Long.Passes...home 0.1468677012 -0.0559620466 -0.280074602
## Offsides...away 0.0382910780 -0.0135238312 -0.062247212
## Offsides...home -0.0225244327 0.0267986414 0.031448355
## Passes...away -0.0933895480 -0.1249452648 -0.138627601
## Passes...home -0.0596706106 -0.0047510190 0.119665234
## Penalties...away 0.0123487668 0.0006040691 -0.032386487
## Penalties...home -0.0074906426 -0.0039336888 -0.024455336
## Redcards...away -0.0335786438 0.0800822388 0.033546029
## Redcards...home -0.0479031254 -0.0016570596 0.010391493
## Saves...away 0.0142936936 0.0412349820 -0.041383671
## Saves...home 0.0536759087 0.0684876457 0.028854128
## Shots.Blocked...away 0.1238347991 0.0938609680 0.034837412
## Shots.Blocked...home 0.1199154644 0.0877044047 -0.181652155
## Shots.Insidebox...away -0.0954762268 -0.0254157935 0.086557984
## Shots.Insidebox...home 0.0036083668 -0.0734451549 0.014623820
## Shots.Off.Target...away -0.2564678891 -0.2119399971 -0.069829253
## Shots.Off.Target...home -0.1088183820 -0.1902925544 0.252502836
## Shots.On.Target...away 0.0772330743 0.0702940626 0.068162490
## Shots.On.Target...home 0.0026570621 0.0476337184 -0.014568967
## Shots.Outsidebox...away 0.0511003408 -0.0347624346 -0.080246243
## Shots.Outsidebox...home 0.0004852790 -0.0048792504 0.114554381
## Shots.Total...away -0.0386157392 -0.0255353829 0.014398814
## Shots.Total...home -0.0004982028 -0.0424942292 0.037716896
## Substitutions...away 0.1422763528 0.0973326941 -0.027605985
## Substitutions...home -0.0395275316 0.0027878000 -0.054108621
## Successful.Dribbles...away 0.0072908721 0.0133820946 -0.040855519
## Successful.Dribbles...home 0.0132968093 -0.0689203337 -0.044740004
## Successful.Headers...away 0.1091227552 0.0058041445 -0.177069424
## Successful.Headers...home -0.1280208212 -0.0595620284 0.171742181
## Successful.Interceptions...away -0.0267971402 0.0777067913 0.045465968
## Successful.Interceptions...home 0.0651115714 -0.0558047539 -0.044915578
## Successful.Passes...away -0.0856057704 -0.1514436293 -0.150646161
## Successful.Passes...home -0.0624913769 -0.0018947479 0.129231323
## Successful.Passes.Percentage...away 0.0996353238 0.0483970212 0.187562437
## Successful.Passes.Percentage...home -0.0245506030 0.0074666739 -0.193081705
## Tackles...away -0.0166457664 0.0770784308 0.037230933
## Tackles...home 0.0393547034 -0.0600207504 -0.065849106
## Throwins...away -0.4319912465 0.4633420429 0.028679209
## Throwins...home 0.3576108703 -0.4137615388 0.018214719
## Total.Crosses...away 0.0902315323 0.1107624337 0.153246467
## Total.Crosses...home -0.0563664465 0.0372722771 -0.085467853
## Yellowcards...away 0.0218201996 -0.0668549163 -0.017813255
## Yellowcards...home -0.0202195498 0.0265457530 -0.018598242
## Yellowred.Cards...away 0.0118023320 -0.0308065370 0.013966024
## Yellowred.Cards...home -0.0059154225 -0.0244730148 -0.013394604
## current_state 0.0046406419 -0.0085364815 0.001639422
## total_minute -0.0586010733 -0.0139368137 0.008139887
## PC58 PC59 PC60
## halftime 1.610534e-01 -0.4339709473 -0.1319158527
## X1 1.119882e-01 -0.3518357725 -0.0858062922
## X2 1.310949e-01 -0.4120690278 -0.1412496954
## X -1.337624e-01 0.4643848173 0.1402779153
## Accurate.Crosses...away 6.419426e-02 0.0628439298 0.0662838953
## Accurate.Crosses...home -2.027801e-02 -0.0783595530 0.0640281715
## Assists...away 8.208406e-02 0.0417612434 0.0477923602
## Assists...home -7.232920e-02 -0.0862662523 -0.0139501180
## Attacks...away -8.329416e-02 0.0773320667 -0.0100695280
## Attacks...home 6.177000e-02 0.0505798037 0.0651274986
## Ball.Possession.....away -7.423945e-03 -0.0444191150 0.0138780476
## Ball.Possession.....home 6.995556e-03 0.0403015492 -0.0165441979
## Ball.Safe...away -6.232777e-03 0.0035086744 0.1107557475
## Ball.Safe...home -2.891476e-02 -0.0019836611 0.0956876822
## Challenges...away -6.501662e-04 -0.0192942223 -0.0297024101
## Challenges...home 1.147240e-02 0.0098073796 0.0158303759
## Corners...away 1.335322e-02 -0.0070816105 0.0527452151
## Corners...home -4.393703e-02 0.0609021005 -0.0943039837
## Counter.Attacks...away -3.135691e-02 0.0115131057 0.0007339217
## Counter.Attacks...home 1.490525e-02 -0.0337114133 -0.0167401775
## Dangerous.Attacks...away -7.523727e-02 0.0534256692 -0.1231740329
## Dangerous.Attacks...home 1.231245e-01 0.0330871504 0.0400797377
## Dribble.Attempts...away 3.402792e-02 0.0197672073 0.0556323168
## Dribble.Attempts...home 1.064551e-02 0.0208415856 -0.0248539027
## Fouls...away -9.389555e-02 0.0280204357 0.0950834017
## Fouls...home -6.021933e-02 0.0319097220 -0.1202099603
## Free.Kicks...away 2.935275e-02 0.0093973635 -0.0044720129
## Free.Kicks...home -1.736922e-02 -0.0072055819 0.0270823666
## Goal.Attempts...away -1.352048e-01 0.1535369260 -0.6446452580
## Goal.Attempts...home 1.477920e-01 -0.1498340597 0.4027685508
## Goal.Kicks...away -5.798109e-02 -0.0583024882 -0.2046664879
## Goal.Kicks...home -7.810721e-02 -0.0694044104 0.1269714034
## Goals...away -7.573852e-03 -0.0332120447 -0.0322813657
## Goals...home 1.991730e-03 -0.0345466094 -0.0045683310
## Headers...away -4.613384e-02 0.0078655320 -0.0836632297
## Headers...home 8.226106e-02 0.0198908998 0.0851437173
## Hit.Woodwork...away -8.281060e-03 -0.0035267071 0.0169665027
## Hit.Woodwork...home -3.611811e-03 -0.0344339200 -0.0064742125
## Injuries...away -2.623195e-02 -0.0107966130 0.0275574155
## Injuries...home 2.992270e-02 0.0191415995 -0.0013629425
## Interceptions...away 2.691776e-04 -0.0167703641 -0.0260499020
## Interceptions...home 9.698013e-03 0.0114423578 0.0163278610
## Key.Passes...away 5.332528e-02 0.0087778551 0.0366479902
## Key.Passes...home -2.991128e-02 0.0297426389 -0.0317640083
## Long.Passes...away 7.825189e-02 -0.0462186889 0.1303792827
## Long.Passes...home -9.326011e-02 0.0508162428 -0.1268689664
## Offsides...away 6.905394e-05 0.0096299232 0.0143770985
## Offsides...home -1.339075e-02 -0.0010002811 -0.0264040085
## Passes...away 7.744724e-03 0.0743486696 0.0271772755
## Passes...home -5.756724e-03 0.0453818660 -0.0065493138
## Penalties...away -1.238583e-02 0.0186190273 0.0242156276
## Penalties...home -4.663264e-02 -0.0353149171 -0.0032170501
## Redcards...away -2.722392e-03 -0.0045357717 0.0406701618
## Redcards...home 2.218972e-02 -0.0170038670 -0.0001645566
## Saves...away -3.899850e-02 0.0160155292 -0.0729110762
## Saves...home 1.427484e-02 -0.0057188968 0.0898666742
## Shots.Blocked...away -5.906335e-02 0.0155596166 -0.0373952139
## Shots.Blocked...home 3.746030e-02 -0.0189834377 0.0445186826
## Shots.Insidebox...away -1.304438e-02 -0.0361695104 -0.0019857220
## Shots.Insidebox...home -1.068589e-02 0.0498273941 -0.0115622876
## Shots.Off.Target...away 8.345140e-02 -0.0207235231 0.0809126095
## Shots.Off.Target...home -3.832632e-02 0.0954700933 -0.0440276068
## Shots.On.Target...away 1.884036e-02 -0.0264307386 0.0611462936
## Shots.On.Target...home -3.060965e-02 -0.0175697777 -0.0409110854
## Shots.Outsidebox...away 4.523087e-02 0.0118277658 0.0723997760
## Shots.Outsidebox...home -4.092591e-02 -0.0337378836 -0.0111868126
## Shots.Total...away 2.379528e-02 -0.0144492240 0.0454908792
## Shots.Total...home -1.890067e-02 0.0318614836 -0.0207930514
## Substitutions...away 5.906481e-01 0.3069528731 -0.1179079659
## Substitutions...home -6.143531e-01 -0.1364699828 0.1492510827
## Successful.Dribbles...away 8.460293e-02 -0.0051034159 -0.0096787069
## Successful.Dribbles...home -3.940232e-02 -0.0261602872 0.0029619414
## Successful.Headers...away -1.564731e-02 0.0212813749 -0.0362351795
## Successful.Headers...home 5.562867e-02 0.0053927383 0.0434799409
## Successful.Interceptions...away -5.142807e-02 -0.0742478256 -0.0523428441
## Successful.Interceptions...home -7.900998e-02 -0.0796102181 0.0317011763
## Successful.Passes...away 1.555799e-02 0.0809710590 0.0327323197
## Successful.Passes...home -4.460538e-03 0.0400893974 -0.0086048628
## Successful.Passes.Percentage...away -3.485277e-03 0.0228240763 -0.0590556365
## Successful.Passes.Percentage...home 1.602809e-02 -0.0920973622 0.0155273895
## Tackles...away 2.883344e-02 0.0007315535 -0.0089387387
## Tackles...home 7.631133e-03 0.0091400637 0.0613445303
## Throwins...away 1.500630e-02 -0.0669887099 -0.1450153804
## Throwins...home -5.317962e-02 0.1016075442 0.1501576111
## Total.Crosses...away 1.950044e-02 -0.0036575378 -0.0807036951
## Total.Crosses...home 6.141561e-03 -0.0141519722 0.0310776937
## Yellowcards...away 2.115709e-03 0.0211198645 -0.0176500060
## Yellowcards...home 2.757507e-02 0.0190023980 0.0525716632
## Yellowred.Cards...away -1.648927e-02 0.0022590017 -0.0424753710
## Yellowred.Cards...home -9.523956e-03 -0.0025218628 -0.0353722659
## current_state 4.779528e-02 -0.0674326799 -0.0128093319
## total_minute -1.728225e-02 0.0562875047 0.0085707116
## PC61 PC62 PC63
## halftime 0.0968099861 0.0116085436 0.055418915
## X1 0.0307216298 -0.0178116991 0.006606380
## X2 0.0405122123 -0.0106007988 -0.047252603
## X -0.0435091142 0.0152293317 0.013277066
## Accurate.Crosses...away 0.1755786569 -0.1468761584 -0.037786143
## Accurate.Crosses...home -0.1427325940 -0.0912912372 -0.187153191
## Assists...away 0.1942150567 0.2574943794 -0.050828609
## Assists...home 0.2622729875 0.3391261020 -0.312441220
## Attacks...away -0.0799961161 0.0205777755 -0.046216636
## Attacks...home 0.0937046650 -0.0301224524 0.036688008
## Ball.Possession.....away 0.0251225239 -0.0952216882 0.127964630
## Ball.Possession.....home -0.0232399502 0.0958095959 -0.119888807
## Ball.Safe...away 0.0605102442 -0.0868401342 -0.095292561
## Ball.Safe...home 0.0291775510 -0.1391753634 -0.133443148
## Challenges...away -0.0110582526 -0.0243984522 0.011775152
## Challenges...home 0.0016315843 0.0172013784 0.004517026
## Corners...away 0.1223304970 -0.1303294647 -0.077050391
## Corners...home -0.0782825450 -0.0890195340 -0.230074599
## Counter.Attacks...away -0.0142168893 0.0260073639 0.005892420
## Counter.Attacks...home 0.0288476816 -0.0408758132 -0.043757921
## Dangerous.Attacks...away -0.2613159475 0.4298981472 0.150112050
## Dangerous.Attacks...home 0.0880694272 0.2771476981 0.427432223
## Dribble.Attempts...away 0.0113268008 -0.0769741079 0.111113407
## Dribble.Attempts...home 0.0517227006 -0.0047050393 0.102627178
## Fouls...away -0.0298159042 0.0833088184 0.085327753
## Fouls...home -0.0902362966 0.0235086170 -0.056810778
## Free.Kicks...away -0.0583216827 -0.0124539008 -0.057003811
## Free.Kicks...home 0.0433580007 -0.0338878201 0.066618221
## Goal.Attempts...away 0.1178894303 0.0691963604 0.148309301
## Goal.Attempts...home -0.2421813997 0.2546115886 0.114594388
## Goal.Kicks...away -0.2695054844 0.0172481804 -0.169821565
## Goal.Kicks...home 0.3802752858 -0.0924683534 0.109873932
## Goals...away -0.1781518099 -0.2833770114 0.025191024
## Goals...home -0.2462216317 -0.3409459475 0.336298269
## Headers...away -0.0797501609 -0.0113205258 -0.021208338
## Headers...home 0.0830006829 0.0170171482 0.010616767
## Hit.Woodwork...away 0.0368972476 -0.0035559729 0.011626049
## Hit.Woodwork...home -0.0191129641 0.0485255320 -0.023935054
## Injuries...away -0.0050142710 0.0020257918 0.013164069
## Injuries...home 0.0136664989 -0.0479502259 -0.042741925
## Interceptions...away -0.0099765824 -0.0275859272 0.011466958
## Interceptions...home 0.0015115688 0.0161253619 0.009163772
## Key.Passes...away 0.0479336524 0.0904035497 -0.098260720
## Key.Passes...home 0.1363323400 0.0612565679 -0.093020288
## Long.Passes...away 0.0047801150 0.0685961963 -0.044108746
## Long.Passes...home -0.0547203269 0.0006578389 0.093353458
## Offsides...away 0.0005988671 -0.0140169226 0.030932182
## Offsides...home 0.0007194992 -0.0192703695 0.025047779
## Passes...away 0.0328270655 -0.0764842407 -0.097895140
## Passes...home -0.0268626049 -0.0822764358 -0.062489563
## Penalties...away 0.0422247441 0.0616034524 -0.007292081
## Penalties...home 0.0768621422 0.0727287886 -0.128254071
## Redcards...away -0.0071373901 -0.0029679194 -0.031952681
## Redcards...home 0.0148128527 -0.0083723674 -0.022607116
## Saves...away 0.0235359008 0.0708428484 -0.073685495
## Saves...home 0.0417271875 0.0575075598 0.013094842
## Shots.Blocked...away 0.1197111462 -0.0392058157 0.028585319
## Shots.Blocked...home -0.1140678044 0.0715968880 -0.034539764
## Shots.Insidebox...away -0.1271899897 -0.0166058502 -0.042726857
## Shots.Insidebox...home 0.0468374700 -0.0601143431 0.067922083
## Shots.Off.Target...away -0.2638565724 0.0232061422 -0.057843100
## Shots.Off.Target...home 0.2590242876 -0.0876672533 0.083344603
## Shots.On.Target...away -0.0105275905 -0.0594612790 -0.009416593
## Shots.On.Target...home -0.0331019810 -0.0810983931 0.068070527
## Shots.Outsidebox...away -0.0148000234 -0.0435148582 0.009691528
## Shots.Outsidebox...home -0.0040595523 -0.0620715167 -0.025672582
## Shots.Total...away -0.0810127562 -0.0235454113 -0.013471994
## Shots.Total...home 0.0604302389 -0.0506223209 0.056759366
## Substitutions...away -0.0063968153 -0.0196684271 -0.061145458
## Substitutions...home 0.0112591030 0.0326902636 0.066158075
## Successful.Dribbles...away -0.0135222143 0.0070407176 -0.075431796
## Successful.Dribbles...home -0.0976950887 -0.0129892623 -0.099394267
## Successful.Headers...away -0.0182116663 -0.0061800943 0.008359500
## Successful.Headers...home 0.0268224815 0.0086350664 -0.019350513
## Successful.Interceptions...away -0.0468353836 0.0032815860 -0.132552290
## Successful.Interceptions...home -0.0359824239 0.0098583842 -0.084178120
## Successful.Passes...away 0.0346157798 -0.0732221709 -0.125286812
## Successful.Passes...home -0.0289815678 -0.0899828398 -0.070750932
## Successful.Passes.Percentage...away -0.0295730146 0.1188624086 -0.111342142
## Successful.Passes.Percentage...home 0.0467234014 -0.0933735070 0.162484484
## Tackles...away 0.0619164843 -0.0327535776 0.042121062
## Tackles...home 0.0675878228 -0.0180075666 0.077483945
## Throwins...away -0.0135633412 -0.0420870793 -0.010106004
## Throwins...home -0.0064295047 0.0283943555 -0.044498438
## Total.Crosses...away -0.1664054274 0.1572095840 0.145032026
## Total.Crosses...home 0.0754499483 0.0430738872 0.234055501
## Yellowcards...away 0.0074275745 -0.0003238035 -0.061413261
## Yellowcards...home 0.0374254292 0.0069883569 0.038653762
## Yellowred.Cards...away -0.0037359761 -0.0075280370 0.037025937
## Yellowred.Cards...home -0.0163361532 0.0001100629 0.006158271
## current_state 0.0362683426 0.0418350081 0.012448528
## total_minute -0.0094019129 -0.0142613687 -0.008403344
## PC64 PC65 PC66
## halftime -0.010000896 -7.108710e-02 -0.002968855
## X1 0.034781304 -3.815843e-02 0.045379152
## X2 -0.002335809 -3.373380e-02 -0.019544921
## X -0.049640162 4.230265e-02 -0.023428041
## Accurate.Crosses...away 0.048464365 -1.319761e-02 -0.029941878
## Accurate.Crosses...home -0.050080466 4.827566e-03 0.027938022
## Assists...away 0.202694508 -8.771824e-02 0.385333653
## Assists...home -0.257259965 6.424264e-02 -0.120466302
## Attacks...away -0.026879820 -5.117598e-02 -0.014150172
## Attacks...home -0.043365485 2.083324e-02 0.051333945
## Ball.Possession.....away -0.215975157 2.319653e-01 0.204941448
## Ball.Possession.....home 0.208406392 -2.326892e-01 -0.199300259
## Ball.Safe...away 0.088617149 -1.019841e-01 0.094250474
## Ball.Safe...home 0.015839507 -4.590460e-02 0.260003048
## Challenges...away -0.011039891 -2.184059e-02 0.006790106
## Challenges...home -0.030993483 -3.669842e-02 0.002759466
## Corners...away 0.064451917 -2.714898e-02 -0.036387093
## Corners...home -0.062338677 7.037648e-03 0.124312641
## Counter.Attacks...away -0.005248021 -1.710789e-02 -0.007884155
## Counter.Attacks...home 0.002608158 1.927196e-02 0.002569584
## Dangerous.Attacks...away -0.048978372 1.486399e-02 0.210458569
## Dangerous.Attacks...home 0.113948067 1.024326e-01 -0.142254426
## Dribble.Attempts...away -0.227395586 -2.371889e-01 0.017305454
## Dribble.Attempts...home -0.215823153 -2.804105e-01 0.037129478
## Fouls...away 0.018895308 3.145845e-02 -0.010737135
## Fouls...home 0.052535303 5.225514e-02 0.004395880
## Free.Kicks...away -0.118300710 1.159097e-03 0.063947432
## Free.Kicks...home 0.110036404 -1.346579e-02 -0.069418994
## Goal.Attempts...away -0.047088531 7.372021e-02 -0.118728317
## Goal.Attempts...home -0.077611844 5.821071e-02 -0.234571147
## Goal.Kicks...away 0.007761634 -1.557363e-01 0.122117006
## Goal.Kicks...home 0.035612320 1.002864e-01 -0.089169700
## Goals...away -0.238624511 9.165817e-02 -0.437791047
## Goals...home 0.299290950 -1.132536e-01 0.186783431
## Headers...away -0.041892749 3.665689e-02 0.078512695
## Headers...home -0.003035185 -6.912885e-02 -0.062846815
## Hit.Woodwork...away 0.013392152 -7.567328e-03 -0.000989477
## Hit.Woodwork...home -0.002906749 1.054719e-02 0.013696273
## Injuries...away 0.012564645 2.070461e-02 -0.003349515
## Injuries...home 0.004857222 1.735758e-02 -0.006701540
## Interceptions...away -0.014258434 -2.551203e-02 0.001209915
## Interceptions...home -0.037904292 -3.824639e-02 0.006947918
## Key.Passes...away 0.104443491 -9.730357e-02 0.142775274
## Key.Passes...home -0.088915526 8.919401e-02 0.005262745
## Long.Passes...away -0.011167663 6.090537e-02 -0.005425598
## Long.Passes...home -0.042343459 -3.996371e-02 -0.042908449
## Offsides...away 0.006515426 3.071462e-02 -0.021899685
## Offsides...home 0.072637180 -4.561137e-03 0.026375157
## Passes...away 0.102813494 -7.989472e-02 -0.157164385
## Passes...home -0.102426803 1.501165e-01 0.084261881
## Penalties...away 0.046540632 -3.921819e-02 0.085972761
## Penalties...home -0.077851220 3.987269e-02 -0.045166531
## Redcards...away -0.019139932 -8.350224e-03 -0.015957459
## Redcards...home -0.005676029 1.234791e-02 0.003248330
## Saves...away -0.052750551 -1.272624e-02 -0.006906253
## Saves...home 0.041344731 -2.317708e-02 0.112896127
## Shots.Blocked...away 0.004909742 3.236074e-02 -0.026759723
## Shots.Blocked...home -0.034773358 -2.292584e-02 -0.031526629
## Shots.Insidebox...away -0.036452370 2.781029e-02 -0.012000731
## Shots.Insidebox...home 0.073348861 -4.905207e-05 0.013967244
## Shots.Off.Target...away -0.050731243 -4.055811e-02 0.043918536
## Shots.Off.Target...home 0.054007269 1.113810e-02 -0.012047481
## Shots.On.Target...away -0.069050336 3.241788e-02 -0.073500305
## Shots.On.Target...home 0.072493084 -6.173755e-02 0.049305245
## Shots.Outsidebox...away -0.020809410 7.250920e-03 -0.021508469
## Shots.Outsidebox...home 0.021782380 -2.675036e-03 0.004555724
## Shots.Total...away -0.051123935 8.485719e-03 -0.025578399
## Shots.Total...home 0.049103509 -2.298181e-02 0.009062405
## Substitutions...away -0.008166736 9.026642e-02 -0.001832880
## Substitutions...home 0.018742998 -6.714715e-02 -0.007749623
## Successful.Dribbles...away 0.172930378 1.827559e-01 -0.013188887
## Successful.Dribbles...home 0.116485098 1.560552e-01 -0.053445337
## Successful.Headers...away 0.038916093 -3.078214e-02 -0.017360096
## Successful.Headers...home -0.080611228 -3.735021e-03 0.028017435
## Successful.Interceptions...away 0.264552793 2.732060e-01 -0.059265413
## Successful.Interceptions...home 0.246462452 3.852096e-01 -0.007488648
## Successful.Passes...away 0.139191794 -7.404020e-02 -0.185503102
## Successful.Passes...home -0.108951702 1.955533e-01 0.105523604
## Successful.Passes.Percentage...away 0.212946939 -2.781797e-01 -0.196671610
## Successful.Passes.Percentage...home -0.240171414 2.275960e-01 0.209788535
## Tackles...away -0.134312449 -2.047058e-01 0.001834730
## Tackles...home -0.165976106 -2.017426e-01 0.023261238
## Throwins...away -0.024917624 -7.794956e-02 -0.077295082
## Throwins...home -0.051374789 3.133864e-03 0.025784554
## Total.Crosses...away -0.024606950 7.278131e-02 -0.075364337
## Total.Crosses...home 0.106209999 2.297051e-02 -0.067061400
## Yellowcards...away -0.003154785 -1.705140e-02 0.047027846
## Yellowcards...home 0.001202600 -1.048473e-02 0.005070279
## Yellowred.Cards...away 0.022768033 9.161425e-03 -0.000663685
## Yellowred.Cards...home 0.030531947 3.821078e-03 -0.011075693
## current_state 0.051716900 -1.159853e-02 0.053876138
## total_minute -0.001941608 -6.971490e-04 -0.025721879
## PC67 PC68 PC69
## halftime 0.0128500735 0.0008400257 2.215897e-02
## X1 -0.0159160144 -0.0086725304 -2.230748e-03
## X2 0.0288283991 -0.0073757834 8.031842e-03
## X 0.0010976539 0.0130172232 5.049286e-03
## Accurate.Crosses...away -0.0515953768 0.0231619926 1.503079e-01
## Accurate.Crosses...home -0.0738204375 -0.0021553415 -7.109852e-02
## Assists...away -0.1663810070 0.0568057905 -7.850189e-02
## Assists...home 0.1056415260 -0.0213285466 -1.603573e-02
## Attacks...away -0.1049248188 -0.1380057339 4.105645e-01
## Attacks...home 0.0783963782 0.1408535256 -2.707065e-01
## Ball.Possession.....away -0.0239717483 -0.0141260574 -1.548662e-02
## Ball.Possession.....home 0.0281681744 0.0086859176 1.897241e-02
## Ball.Safe...away 0.3478079024 -0.0942609824 1.371741e-02
## Ball.Safe...home 0.3118222053 -0.1042709170 1.053583e-02
## Challenges...away -0.0053208263 0.0078313191 1.588413e-02
## Challenges...home -0.0027287404 -0.0059711330 1.395868e-02
## Corners...away -0.0833819419 -0.0174863525 2.064829e-01
## Corners...home -0.1084482122 -0.0723810428 -1.271405e-01
## Counter.Attacks...away -0.0040474840 -0.0094578549 2.293851e-02
## Counter.Attacks...home -0.0123314783 0.0142894565 -3.103402e-02
## Dangerous.Attacks...away 0.1674456829 -0.0623156942 1.131157e-01
## Dangerous.Attacks...home 0.2224977417 -0.2043242645 1.614688e-01
## Dribble.Attempts...away -0.0275359139 -0.0840593807 4.769043e-03
## Dribble.Attempts...home -0.0240366000 0.0112330842 -1.013986e-01
## Fouls...away 0.0493229876 0.1286638929 5.510306e-02
## Fouls...home -0.0653102593 -0.1910528472 -1.661846e-03
## Free.Kicks...away 0.1105508514 0.5827444333 2.222057e-01
## Free.Kicks...home -0.1383715253 -0.5446573693 -2.358131e-01
## Goal.Attempts...away -0.2616404399 0.1178194213 -2.660490e-02
## Goal.Attempts...home -0.4723819008 0.0811529676 5.354580e-04
## Goal.Kicks...away 0.0140006752 0.0138892685 3.110798e-02
## Goal.Kicks...home -0.0778247394 0.0416851045 3.696365e-02
## Goals...away 0.2020666579 -0.0819389636 9.599039e-02
## Goals...home -0.1010821663 0.0391580737 2.944836e-02
## Headers...away -0.0381470735 -0.1165126400 2.010432e-01
## Headers...home 0.0332925238 0.1030056565 -1.895407e-01
## Hit.Woodwork...away -0.0207068268 0.0126347016 7.760584e-04
## Hit.Woodwork...home 0.0190437309 -0.0065239153 1.120614e-03
## Injuries...away -0.0393123619 0.0335865800 -1.626700e-02
## Injuries...home -0.0018358829 0.0207581586 1.291298e-02
## Interceptions...away -0.0039217431 0.0147549181 1.023038e-02
## Interceptions...home -0.0055845503 -0.0007265428 1.110306e-02
## Key.Passes...away -0.1363848373 -0.0277572636 1.206992e-01
## Key.Passes...home 0.0878529492 -0.1602321743 9.582706e-02
## Long.Passes...away 0.0097791516 0.0108913346 2.858279e-02
## Long.Passes...home 0.0236179938 -0.0009687950 -1.070454e-02
## Offsides...away 0.0028810708 0.0344375028 1.113151e-02
## Offsides...home -0.0039568863 -0.0232024936 -1.383564e-02
## Passes...away -0.0406029084 0.0791063983 -8.727434e-02
## Passes...home -0.1473757720 0.0071339083 -6.830291e-05
## Penalties...away -0.0495607481 0.0209106910 -2.627071e-02
## Penalties...home 0.0370981132 -0.0413310734 -1.692772e-03
## Redcards...away -0.0564141339 0.0425685394 -2.445561e-02
## Redcards...home -0.0083813358 -0.0046582095 5.750549e-03
## Saves...away 0.0520331180 0.0219790777 3.980492e-03
## Saves...home -0.0037383963 -0.0029264524 -2.290398e-02
## Shots.Blocked...away -0.0534515348 -0.0074627546 -6.604770e-02
## Shots.Blocked...home -0.0234047389 0.0547948405 3.383121e-02
## Shots.Insidebox...away 0.0647323676 -0.0401412921 -8.330134e-02
## Shots.Insidebox...home 0.0234253396 0.0339391357 -4.858956e-02
## Shots.Off.Target...away 0.1215696631 -0.0551532678 -2.625067e-02
## Shots.Off.Target...home 0.0524609512 0.0016823098 -2.359200e-02
## Shots.On.Target...away 0.0840873441 -0.0105576164 -1.742889e-02
## Shots.On.Target...home 0.0297415065 0.0234426529 3.848042e-03
## Shots.Outsidebox...away 0.0275269548 0.0335931586 -1.375988e-02
## Shots.Outsidebox...home -0.0323287942 0.0280058835 -2.460329e-02
## Shots.Total...away 0.0708217840 -0.0284150211 -4.667569e-02
## Shots.Total...home 0.0238833603 0.0186491881 1.535715e-03
## Substitutions...away 0.0147922613 -0.0359754811 2.598412e-02
## Substitutions...home -0.0293902234 0.0358878573 -2.419836e-02
## Successful.Dribbles...away -0.0004501475 0.0474056784 -3.162269e-02
## Successful.Dribbles...home 0.0424487762 0.0072692086 5.211852e-02
## Successful.Headers...away 0.0746082410 0.1075499931 -1.822771e-01
## Successful.Headers...home -0.0743845971 -0.1070508108 1.758018e-01
## Successful.Interceptions...away 0.0266433423 0.0319963797 5.489760e-02
## Successful.Interceptions...home 0.0306573566 0.0225763392 -6.209683e-02
## Successful.Passes...away -0.0473053173 0.0970426174 -1.111662e-01
## Successful.Passes...home -0.1745659964 0.0122088715 6.229907e-03
## Successful.Passes.Percentage...away 0.0404115696 -0.0030260187 4.582197e-02
## Successful.Passes.Percentage...home -0.0019207911 -0.0259187191 -2.134127e-02
## Tackles...away -0.0524150162 -0.0189468889 -5.602995e-03
## Tackles...home -0.0135209566 0.0268455838 -2.714126e-02
## Throwins...away -0.1142085985 -0.0056201903 3.230255e-02
## Throwins...home -0.0857657552 -0.0538818230 -5.990873e-02
## Total.Crosses...away 0.1546580694 0.0849140155 -4.807041e-01
## Total.Crosses...home 0.1549655838 0.1657675322 1.755666e-01
## Yellowcards...away -0.0190527782 -0.0157702886 -3.356663e-02
## Yellowcards...home 0.0200672021 0.0228198859 2.638378e-03
## Yellowred.Cards...away 0.0135992074 -0.0151134750 4.952200e-03
## Yellowred.Cards...home -0.0104420499 -0.0105042325 9.140677e-03
## current_state -0.0393444328 0.0216256406 -4.534486e-03
## total_minute -0.0175946612 0.0076831646 -3.499475e-02
## PC70 PC71 PC72
## halftime -8.442874e-03 -0.0006943911 -4.892581e-03
## X1 3.691927e-03 0.0181679480 -9.234322e-04
## X2 -1.445188e-02 -0.0153463994 1.283692e-03
## X 1.428384e-02 -0.0284245068 -1.693942e-03
## Accurate.Crosses...away -1.542185e-01 -0.0622981872 -1.034821e-02
## Accurate.Crosses...home -1.520633e-01 0.1726766844 -1.334511e-02
## Assists...away 1.079576e-01 0.0615814602 -1.351186e-01
## Assists...home 7.393522e-02 -0.0564582550 -1.623031e-02
## Attacks...away 3.366997e-01 0.0891248119 3.299828e-02
## Attacks...home -2.078492e-01 -0.1385364942 3.689997e-02
## Ball.Possession.....away 6.207859e-03 -0.0163097259 -5.266720e-03
## Ball.Possession.....home -8.246293e-03 0.0147667465 6.574906e-03
## Ball.Safe...away -9.048567e-03 0.0827965139 3.694684e-02
## Ball.Safe...home 5.799187e-02 -0.0574542581 -5.119869e-03
## Challenges...away 8.006186e-03 0.0067844161 1.562307e-02
## Challenges...home 3.154618e-03 -0.0078659259 -2.133577e-02
## Corners...away -1.287326e-01 -0.0248664282 -3.672352e-03
## Corners...home -6.302937e-02 0.1568672354 6.597635e-04
## Counter.Attacks...away 1.570419e-02 -0.0051164063 -7.509910e-04
## Counter.Attacks...home -1.971032e-03 0.0203539406 -1.277850e-02
## Dangerous.Attacks...away -4.726866e-01 -0.3015575162 6.418096e-02
## Dangerous.Attacks...home -6.858024e-02 0.4853421873 -6.582130e-02
## Dribble.Attempts...away -6.789618e-02 0.0344591734 -5.643677e-01
## Dribble.Attempts...home -2.419291e-02 0.1027890866 4.686274e-01
## Fouls...away -6.434283e-02 0.1088787363 -2.176323e-03
## Fouls...home -5.903816e-02 -0.0527227955 -1.396465e-02
## Free.Kicks...away 1.143112e-02 0.1938276765 -2.836528e-02
## Free.Kicks...home 4.560377e-02 -0.1947076839 3.096027e-02
## Goal.Attempts...away -2.941047e-02 0.0055562732 -4.757536e-02
## Goal.Attempts...home -4.531999e-02 -0.0472945079 6.492771e-03
## Goal.Kicks...away 1.802149e-02 -0.0043774187 -4.369715e-03
## Goal.Kicks...home -8.425503e-02 0.0510692414 7.991114e-03
## Goals...away -1.378415e-01 -0.0578621453 1.215117e-01
## Goals...home -4.396210e-02 0.0622013121 2.370633e-02
## Headers...away 1.587824e-01 0.0836770722 4.715659e-02
## Headers...home -1.624416e-01 -0.0665386463 -4.784692e-02
## Hit.Woodwork...away -1.511825e-02 0.0011245049 5.611246e-03
## Hit.Woodwork...home 1.341993e-02 -0.0013691337 -5.418717e-03
## Injuries...away 1.422680e-02 0.0135096485 1.278527e-02
## Injuries...home 8.711701e-05 0.0014240696 -9.664768e-03
## Interceptions...away 1.331724e-02 0.0065409548 1.981810e-02
## Interceptions...home 7.305393e-03 -0.0063469661 -1.620552e-02
## Key.Passes...away -6.224646e-02 -0.0052236824 2.531291e-01
## Key.Passes...home -8.323452e-02 0.1723582006 -1.308816e-02
## Long.Passes...away -6.269515e-02 -0.0673468934 -1.831467e-04
## Long.Passes...home -8.606825e-03 0.0491551825 1.694468e-02
## Offsides...away 2.334136e-02 0.0059785622 4.795974e-03
## Offsides...home -3.138502e-02 -0.0196504448 -1.369320e-02
## Passes...away -4.659487e-03 0.0336543815 -1.609515e-02
## Passes...home 4.636358e-02 -0.0318063838 -5.151269e-03
## Penalties...away 2.389837e-02 0.0174392537 -1.585677e-02
## Penalties...home 2.362469e-02 -0.0095615621 2.920192e-03
## Redcards...away -1.335956e-02 0.0029764926 -1.986499e-02
## Redcards...home 1.400558e-02 0.0047758282 -9.010331e-03
## Saves...away 2.659053e-02 -0.0458564773 2.774856e-02
## Saves...home 1.525870e-02 0.0376711214 -4.500034e-02
## Shots.Blocked...away 2.841546e-02 0.0057114846 -6.799874e-02
## Shots.Blocked...home 4.800338e-02 -0.0683249542 2.149139e-02
## Shots.Insidebox...away 8.472813e-02 -0.0066250926 -6.286947e-02
## Shots.Insidebox...home 6.056158e-02 -0.0668032169 -2.666663e-02
## Shots.Off.Target...away 9.925097e-02 0.0069074066 -5.874266e-02
## Shots.Off.Target...home -9.900523e-03 -0.0522132803 2.220578e-02
## Shots.On.Target...away 1.056274e-02 -0.0003898252 6.521792e-03
## Shots.On.Target...home -2.297410e-02 -0.0008903995 -7.904720e-03
## Shots.Outsidebox...away -3.199765e-03 -0.0020026182 -9.100994e-03
## Shots.Outsidebox...home 6.621643e-03 -0.0341632344 -1.086672e-02
## Shots.Total...away 4.461674e-02 0.0027167159 -3.304779e-02
## Shots.Total...home 8.490388e-03 -0.0520073948 1.387318e-02
## Substitutions...away -1.133857e-02 -0.0240288836 -7.351066e-03
## Substitutions...home -1.553995e-02 0.0445965855 -2.289321e-04
## Successful.Dribbles...away 4.158480e-02 0.0083514379 3.217040e-01
## Successful.Dribbles...home 2.020151e-02 -0.0952967636 -2.888031e-01
## Successful.Headers...away -1.633826e-01 -0.0178810922 -4.373783e-02
## Successful.Headers...home 1.412368e-01 0.0228652313 3.935618e-02
## Successful.Interceptions...away -4.416588e-02 -0.0719633890 -2.594813e-01
## Successful.Interceptions...home -1.396816e-02 0.0856371771 2.297516e-01
## Successful.Passes...away -8.004755e-03 0.0645777957 -2.745906e-02
## Successful.Passes...home 4.455146e-02 -0.0331596027 -1.053693e-02
## Successful.Passes.Percentage...away -1.616609e-02 -0.0023846265 6.196455e-03
## Successful.Passes.Percentage...home -2.660504e-03 -0.0042301585 -1.702891e-03
## Tackles...away 5.776912e-02 -0.0938950327 -2.331428e-03
## Tackles...home 1.126009e-01 -0.0661703140 8.165328e-02
## Throwins...away -5.784522e-02 0.0377266449 -1.761123e-02
## Throwins...home -2.185482e-02 0.0319321232 2.704379e-02
## Total.Crosses...away 4.264341e-01 0.1659236503 -2.072290e-02
## Total.Crosses...home 3.503373e-01 -0.5559676847 2.422413e-02
## Yellowcards...away -7.948540e-03 -0.0035343003 1.637459e-03
## Yellowcards...home -2.901354e-03 0.0147669372 1.286764e-02
## Yellowred.Cards...away -5.376773e-03 0.0052413141 1.299992e-02
## Yellowred.Cards...home 1.492537e-02 -0.0028945594 -3.619866e-05
## current_state 6.584006e-03 0.0142169543 -1.631734e-02
## total_minute 3.981922e-02 -0.0073610897 4.434357e-03
## PC73 PC74 PC75
## halftime -0.0022153111 -6.714761e-03 -0.0166680882
## X1 -0.0040448256 -2.463940e-03 -0.0171174292
## X2 -0.0137506348 -8.194812e-05 0.0070175393
## X 0.0198031406 5.627429e-03 -0.0033392770
## Accurate.Crosses...away -0.1137762623 -5.305003e-02 -0.0267320868
## Accurate.Crosses...home -0.0094400236 -5.607427e-02 0.0415369262
## Assists...away -0.1571620040 -5.527579e-02 -0.0641582941
## Assists...home -0.0428957250 -4.288424e-02 0.1502267624
## Attacks...away -0.0640059515 7.316518e-02 -0.1391025971
## Attacks...home 0.0246364825 1.531457e-01 -0.2998584423
## Ball.Possession.....away 0.0190305967 -7.327967e-03 0.0107475170
## Ball.Possession.....home -0.0197398245 8.772547e-03 -0.0193362892
## Ball.Safe...away -0.0240121324 -3.371633e-03 0.0683468712
## Ball.Safe...home 0.0469030433 -3.877342e-03 0.0338794935
## Challenges...away 0.0001810826 -1.561574e-02 0.0027585179
## Challenges...home 0.0324422122 -1.329383e-02 -0.0085258410
## Corners...away -0.0734335592 -3.835821e-02 -0.0025758079
## Corners...home 0.0376623936 -6.393809e-02 -0.0171478267
## Counter.Attacks...away -0.0025008892 -2.369469e-03 0.0003843907
## Counter.Attacks...home 0.0038130311 1.831413e-02 0.0065331498
## Dangerous.Attacks...away -0.0371827357 -8.913833e-02 0.0321537949
## Dangerous.Attacks...home 0.0308368058 -1.733909e-01 0.1241611926
## Dribble.Attempts...away -0.0476256335 3.819105e-01 0.1852512740
## Dribble.Attempts...home -0.3569357726 2.853765e-01 0.0858387499
## Fouls...away -0.0048821534 2.006957e-02 0.0007704555
## Fouls...home -0.0101281008 5.784195e-03 0.0109875892
## Free.Kicks...away 0.0107587597 1.195406e-02 -0.0044109068
## Free.Kicks...home -0.0288219312 1.756979e-02 -0.0081496537
## Goal.Attempts...away -0.0155079317 -5.994455e-03 -0.0507111054
## Goal.Attempts...home -0.0228471207 2.241205e-02 -0.0610324509
## Goal.Kicks...away -0.0183306930 6.481254e-03 -0.0341109617
## Goal.Kicks...home 0.0230980010 -2.665224e-03 -0.0007294350
## Goals...away 0.1128082256 5.167836e-02 0.0430403222
## Goals...home 0.0383969051 5.665847e-03 -0.1213966796
## Headers...away -0.0393182121 -2.024941e-03 0.0451993932
## Headers...home 0.0469072579 -2.087382e-02 -0.0140895165
## Hit.Woodwork...away -0.0056778022 5.758035e-03 0.0081826763
## Hit.Woodwork...home -0.0077270138 1.020226e-02 -0.0103736878
## Injuries...away -0.0046251063 -3.757620e-03 -0.0134602174
## Injuries...home 0.0018829260 1.171695e-02 0.0112626072
## Interceptions...away -0.0002485688 -1.391799e-02 0.0040940347
## Interceptions...home 0.0338541333 -1.494584e-02 -0.0008012740
## Key.Passes...away 0.6596014777 3.447067e-01 0.2702921089
## Key.Passes...home 0.1171039997 2.827649e-01 -0.6835612972
## Long.Passes...away 0.0262667144 -1.618176e-02 0.0037877441
## Long.Passes...home -0.0174128114 -6.500058e-03 0.0255948324
## Offsides...away 0.0045172823 -1.120991e-02 0.0128589186
## Offsides...home 0.0008035324 -2.000541e-04 0.0009790618
## Passes...away -0.0440498362 -2.106934e-02 -0.0094877737
## Passes...home -0.0012546722 -4.197678e-02 0.0959969772
## Penalties...away 0.0225213222 1.588437e-03 0.0099234155
## Penalties...home 0.0030130745 -1.210853e-03 -0.0002249024
## Redcards...away -0.0011837459 6.533654e-03 0.0041006720
## Redcards...home -0.0042582653 3.663444e-03 -0.0078436109
## Saves...away -0.0301338476 -4.174833e-02 0.0482130311
## Saves...home -0.0873043428 1.639204e-02 -0.0387573177
## Shots.Blocked...away -0.0991622572 -4.669196e-02 -0.0752181382
## Shots.Blocked...home -0.0178548372 7.089431e-03 0.0820775851
## Shots.Insidebox...away -0.1442667671 -1.014807e-01 0.0082549913
## Shots.Insidebox...home -0.0786174498 -9.474126e-02 0.2299918579
## Shots.Off.Target...away -0.1694586435 -6.575376e-02 -0.0736281012
## Shots.Off.Target...home 0.0130673913 -6.626979e-02 0.1613893612
## Shots.On.Target...away -0.0233358367 -5.283328e-02 -0.0161423054
## Shots.On.Target...home 0.0099827679 6.507107e-03 0.0580235512
## Shots.Outsidebox...away -0.0696123809 -4.341673e-02 0.0048465678
## Shots.Outsidebox...home -0.0208826615 -5.379113e-02 0.0832782234
## Shots.Total...away -0.1150381553 -5.253179e-02 -0.0596747642
## Shots.Total...home 0.0077516430 -1.162263e-02 0.1173382742
## Substitutions...away -0.0335101336 2.770097e-02 0.0194824639
## Substitutions...home 0.0126214960 -2.108880e-02 -0.0130522414
## Successful.Dribbles...away 0.0227312474 -2.105284e-01 -0.1113604925
## Successful.Dribbles...home 0.1990147234 -1.398146e-01 -0.0387246070
## Successful.Headers...away 0.0178442158 -5.348196e-03 -0.0007217792
## Successful.Headers...home -0.0133378810 -1.189031e-02 0.0392657844
## Successful.Interceptions...away 0.0208699924 1.334089e-01 0.0082494976
## Successful.Interceptions...home -0.1880319836 1.935080e-01 0.1029834964
## Successful.Passes...away -0.0328058994 -2.801892e-02 0.0247680723
## Successful.Passes...home 0.0030643279 -5.081639e-02 0.1390124629
## Successful.Passes.Percentage...away -0.0227888845 1.586577e-02 -0.0233650737
## Successful.Passes.Percentage...home 0.0147740163 1.883102e-04 0.0022220846
## Tackles...away 0.2043314839 -2.881596e-01 -0.0799759182
## Tackles...home 0.2428370037 -4.116721e-01 -0.1691622562
## Throwins...away -0.0358571364 -7.881300e-03 0.0196524605
## Throwins...home -0.0246909118 9.848474e-03 0.0148499159
## Total.Crosses...away 0.2340361514 1.489012e-01 0.0142474741
## Total.Crosses...home -0.0761653652 1.990924e-01 -0.0812608759
## Yellowcards...away -0.0088764122 5.336191e-04 -0.0033215906
## Yellowcards...home -0.0011292531 3.920475e-03 -0.0047046500
## Yellowred.Cards...away 0.0220606998 -1.748886e-02 -0.0033144972
## Yellowred.Cards...home -0.0009364236 -3.831587e-03 0.0090787609
## current_state -0.0062340107 1.438038e-03 -0.0063060327
## total_minute 0.0202973302 -2.447173e-03 -0.0128461476
## PC76 PC77 PC78
## halftime 3.530051e-02 0.0106959100 4.101770e-03
## X1 7.074130e-03 -0.0028304332 -1.141035e-03
## X2 2.519742e-03 -0.0034468804 2.421722e-03
## X -1.051825e-02 0.0084470990 3.342601e-03
## Accurate.Crosses...away 1.857306e-02 0.0150900346 2.900443e-03
## Accurate.Crosses...home 6.912644e-02 -0.0188980955 3.875379e-02
## Assists...away -1.195330e-02 -0.0067643807 -1.219797e-02
## Assists...home 5.316878e-02 0.0085836411 2.169761e-03
## Attacks...away 5.358544e-01 0.3451421311 -3.120045e-02
## Attacks...home 5.988123e-01 -0.3012139528 1.381001e-01
## Ball.Possession.....away 1.610716e-02 0.0245696710 1.067617e-02
## Ball.Possession.....home 1.078274e-02 -0.0208268524 -8.532234e-03
## Ball.Safe...away -3.193479e-02 -0.2103952028 1.235861e-01
## Ball.Safe...home -1.561342e-02 0.2228880170 -1.258271e-01
## Challenges...away -6.526712e-03 -0.0133063782 -4.189829e-02
## Challenges...home -1.504742e-02 0.0116115622 5.188163e-02
## Corners...away 1.360162e-02 0.0417449367 -1.510600e-02
## Corners...home 6.508108e-02 -0.0286365548 8.570636e-03
## Counter.Attacks...away -1.720780e-03 -0.0099003740 1.629188e-03
## Counter.Attacks...home 7.720955e-03 -0.0041539581 7.063031e-03
## Dangerous.Attacks...away -5.470721e-02 -0.0768857940 -1.488240e-03
## Dangerous.Attacks...home 2.305602e-02 0.0918869900 -7.593199e-03
## Dribble.Attempts...away -4.626803e-03 -0.0660222837 -7.054158e-02
## Dribble.Attempts...home -1.161262e-01 0.1245037108 1.544092e-01
## Fouls...away -2.151667e-02 -0.0410952769 -4.860044e-03
## Fouls...home -4.621555e-03 0.0313390814 4.420643e-03
## Free.Kicks...away -4.569954e-03 -0.0159438064 -1.690326e-02
## Free.Kicks...home 2.543209e-02 0.0192646033 2.262583e-02
## Goal.Attempts...away 2.950185e-02 -0.0096184205 -2.700934e-03
## Goal.Attempts...home 2.307864e-03 -0.0197397836 4.815585e-03
## Goal.Kicks...away -2.680202e-02 0.0698178447 -3.473571e-02
## Goal.Kicks...home -3.300797e-03 -0.0339991315 2.018290e-02
## Goals...away 1.716817e-02 0.0129078416 6.817081e-03
## Goals...home -3.493315e-02 -0.0009743366 -1.469228e-02
## Headers...away -5.231995e-02 -0.4534087106 1.234539e-01
## Headers...home -8.811436e-03 0.4165624089 -1.228598e-01
## Hit.Woodwork...away 3.305745e-03 0.0067908038 6.531633e-03
## Hit.Woodwork...home 1.704859e-04 0.0051462172 -6.173895e-03
## Injuries...away -1.124235e-02 -0.0003384621 -2.798090e-03
## Injuries...home -1.102349e-02 0.0067755731 -6.454978e-03
## Interceptions...away -1.678146e-02 -0.0119585515 -4.604932e-02
## Interceptions...home -1.683282e-02 0.0055328966 3.932822e-02
## Key.Passes...away 1.530290e-02 0.0128270275 2.962444e-02
## Key.Passes...home -3.176182e-01 0.0262443012 -6.439158e-02
## Long.Passes...away -1.462538e-02 0.0024748069 -1.077026e-02
## Long.Passes...home 2.119252e-02 -0.0225729139 1.502028e-02
## Offsides...away 8.954762e-03 -0.0178263507 1.168757e-02
## Offsides...home -1.171415e-02 0.0208840853 -9.749436e-03
## Passes...away -1.186016e-01 -0.1058848554 -1.354791e-02
## Passes...home -1.303570e-01 0.1045224825 -2.407708e-02
## Penalties...away 5.418832e-03 0.0050329223 7.365248e-03
## Penalties...home 2.223631e-03 0.0154248397 -2.925396e-03
## Redcards...away -7.089733e-05 -0.0066738840 -1.572571e-02
## Redcards...home 1.047397e-02 0.0052586858 -2.250769e-03
## Saves...away 2.471503e-02 0.0010934873 -1.333776e-02
## Saves...home -2.673008e-02 0.0024440433 -9.148310e-03
## Shots.Blocked...away -1.998805e-02 -0.0084393283 -4.047894e-02
## Shots.Blocked...home 4.658467e-02 -0.0017185353 -3.760667e-02
## Shots.Insidebox...away 3.156725e-02 0.0174169085 5.659129e-02
## Shots.Insidebox...home 1.240008e-01 -0.0020014797 1.245516e-01
## Shots.Off.Target...away -4.502517e-02 -0.0041003912 -4.184326e-02
## Shots.Off.Target...home 3.411058e-02 -0.0358744461 -4.484602e-02
## Shots.On.Target...away 1.236632e-02 -0.0345890072 -1.306243e-02
## Shots.On.Target...home 1.277621e-02 0.0042197268 -1.565315e-02
## Shots.Outsidebox...away 1.951940e-02 -0.0004161317 4.989750e-02
## Shots.Outsidebox...home 5.072908e-02 0.0085022255 8.782949e-02
## Shots.Total...away -1.676707e-02 0.0046493764 -2.406913e-02
## Shots.Total...home 3.097824e-02 -0.0118054136 -4.344450e-02
## Substitutions...away 1.317189e-02 0.0023486808 -9.626613e-05
## Substitutions...home -1.671032e-04 0.0021613286 -5.409868e-03
## Successful.Dribbles...away 4.916533e-03 0.0387689681 2.949979e-02
## Successful.Dribbles...home 4.533472e-02 -0.0714895274 -8.939257e-02
## Successful.Headers...away 6.611361e-03 0.2778975621 -6.951364e-02
## Successful.Headers...home -6.528468e-02 -0.2604866642 5.801362e-02
## Successful.Interceptions...away -4.291815e-02 0.1413389057 4.773156e-01
## Successful.Interceptions...home 6.054493e-02 -0.0898211278 -3.840348e-01
## Successful.Passes...away -2.007278e-01 -0.1209085467 -6.021155e-03
## Successful.Passes...home -2.182040e-01 0.1046645848 -2.844076e-02
## Successful.Passes.Percentage...away 2.796763e-02 -0.0201668056 -1.402948e-02
## Successful.Passes.Percentage...home 3.230501e-02 0.0229921365 1.732187e-02
## Tackles...away 3.877201e-02 -0.1629779250 -5.307467e-01
## Tackles...home -9.271843e-02 0.0780569828 3.899303e-01
## Throwins...away -6.486832e-02 0.0022515849 -2.759109e-02
## Throwins...home -5.848800e-02 -0.0105922662 2.438681e-02
## Total.Crosses...away -9.616385e-03 -0.0192752126 9.912442e-03
## Total.Crosses...home -1.761221e-01 -0.0007026646 -4.149973e-02
## Yellowcards...away -9.916079e-05 0.0093508712 1.323359e-02
## Yellowcards...home -7.619535e-03 -0.0138146071 1.104135e-03
## Yellowred.Cards...away -6.287835e-03 0.0070484300 5.024737e-04
## Yellowred.Cards...home -2.459307e-02 0.0140955236 2.238046e-03
## current_state -5.361850e-03 -0.0017064460 -9.903651e-04
## total_minute -3.011168e-02 -0.0033366458 -3.072601e-03
## PC79 PC80 PC81
## halftime -0.0109598150 -0.0057275503 -3.011968e-03
## X1 -0.0029551583 -0.0099661954 -9.572547e-04
## X2 -0.0018484117 -0.0029090941 -5.437274e-03
## X 0.0025798496 0.0079271067 1.801216e-03
## Accurate.Crosses...away 0.0098008489 -0.0074419012 1.614986e-02
## Accurate.Crosses...home -0.0202283820 0.0023456936 -1.250483e-02
## Assists...away -0.0245678214 -0.0189603953 -2.846008e-02
## Assists...home -0.0381370740 -0.0052939182 -1.471138e-03
## Attacks...away 0.0283271526 -0.1337699201 -3.303565e-02
## Attacks...home -0.0573743595 0.0956860536 1.819420e-02
## Ball.Possession.....away -0.0004830878 -0.0246664120 -1.606173e-03
## Ball.Possession.....home -0.0004045234 0.0219259459 3.865122e-03
## Ball.Safe...away 0.1584625854 -0.6214739855 -1.456691e-01
## Ball.Safe...home -0.1611816061 0.5710404686 1.430762e-01
## Challenges...away 0.0112297839 -0.0061381777 -2.640026e-03
## Challenges...home -0.0025409200 -0.0035985590 -6.951063e-03
## Corners...away 0.0029142074 0.0114458401 1.054167e-03
## Corners...home -0.0313210054 -0.0028459347 4.358750e-03
## Counter.Attacks...away -0.0043926507 -0.0136695282 6.330808e-03
## Counter.Attacks...home 0.0050167630 0.0116601909 -1.029484e-02
## Dangerous.Attacks...away 0.0323460430 -0.0004222946 -3.305316e-03
## Dangerous.Attacks...home -0.0104949205 0.1043293157 3.930801e-02
## Dribble.Attempts...away 0.0116118669 -0.0067682284 4.315866e-02
## Dribble.Attempts...home 0.0009589568 0.0357560608 3.014297e-02
## Fouls...away -0.0048267693 0.0204697095 -6.641136e-03
## Fouls...home 0.0080931623 0.0023137163 -2.691835e-05
## Free.Kicks...away -0.0001151366 0.0106694529 -8.622010e-03
## Free.Kicks...home -0.0136767100 -0.0213361684 1.223235e-02
## Goal.Attempts...away -0.0044774125 0.0120005087 -1.064180e-02
## Goal.Attempts...home -0.0135705654 0.0258267055 1.577478e-02
## Goal.Kicks...away 0.0115658310 0.0176529133 1.949223e-03
## Goal.Kicks...home -0.0018092224 0.0135632613 -2.339844e-03
## Goals...away -0.1483252478 0.0375796189 -2.564404e-01
## Goals...home -0.0918219733 -0.0998988600 1.373514e-01
## Headers...away -0.0459401652 0.1284407153 2.571811e-02
## Headers...home 0.0474932055 -0.1236691426 -1.853491e-02
## Hit.Woodwork...away 0.0198224978 0.0022001108 9.280951e-03
## Hit.Woodwork...home 0.0032474416 0.0045969567 -1.674010e-03
## Injuries...away -0.0018893727 0.0018405354 4.330355e-03
## Injuries...home 0.0030530600 0.0056119183 6.854700e-03
## Interceptions...away 0.0113781770 -0.0002175101 4.688226e-04
## Interceptions...home -0.0063878642 0.0033275736 1.005171e-03
## Key.Passes...away 0.0499820316 -0.0005672300 6.130158e-03
## Key.Passes...home 0.1731406219 0.0120027691 -2.587877e-02
## Long.Passes...away 0.0047253931 0.0148903350 -4.771063e-03
## Long.Passes...home 0.0147717429 -0.0100975849 2.119033e-02
## Offsides...away -0.0108292313 0.0041816687 3.443244e-04
## Offsides...home 0.0049561094 0.0005020778 -8.810365e-03
## Passes...away -0.0157845187 0.1094816549 3.517490e-02
## Passes...home 0.0278991402 -0.1106173264 -2.019877e-02
## Penalties...away 0.0088495611 0.0007746516 -7.019298e-04
## Penalties...home 0.0072862253 -0.0008007993 4.169716e-03
## Redcards...away 0.0075121112 -0.0019441690 -1.157521e-03
## Redcards...home -0.0073272380 0.0007799243 -9.516456e-04
## Saves...away -0.2513428709 -0.1575685877 2.656981e-01
## Saves...home -0.3017874539 0.0263291170 -5.168552e-01
## Shots.Blocked...away -0.1707850908 -0.0223323238 -1.212866e-01
## Shots.Blocked...home -0.2153738358 -0.0898033842 1.296366e-01
## Shots.Insidebox...away 0.2948417204 0.0506761113 1.071326e-01
## Shots.Insidebox...home 0.4562288844 0.1945927406 -2.469052e-01
## Shots.Off.Target...away -0.1983127249 -0.0282692113 -1.363086e-01
## Shots.Off.Target...home -0.2994037133 -0.1206936022 1.535789e-01
## Shots.On.Target...away 0.1915282584 -0.0530227930 5.331786e-01
## Shots.On.Target...home 0.0517849941 0.1071101502 -1.850806e-01
## Shots.Outsidebox...away 0.2093475258 0.0316990766 8.396359e-02
## Shots.Outsidebox...home 0.2585098300 0.0971183584 -1.487722e-01
## Shots.Total...away -0.0415720664 -0.0326222287 1.192425e-01
## Shots.Total...home -0.1582030159 -0.0113972713 7.832686e-03
## Substitutions...away 0.0061103960 -0.0039982326 -8.787408e-03
## Substitutions...home -0.0036853636 0.0089250474 9.766962e-03
## Successful.Dribbles...away -0.0245774294 0.0194539650 -1.136990e-02
## Successful.Dribbles...home -0.0015815441 -0.0361171337 -1.728438e-02
## Successful.Headers...away 0.0340041298 -0.1058394250 -2.444307e-02
## Successful.Headers...home -0.0279537138 0.0927270453 2.147992e-02
## Successful.Interceptions...away -0.1060864592 0.0116837083 5.588354e-02
## Successful.Interceptions...home 0.0480566293 -0.0151431548 -1.661150e-02
## Successful.Passes...away -0.0239209339 0.1362195413 2.182015e-02
## Successful.Passes...home 0.0435998249 -0.1221977154 -4.110847e-02
## Successful.Passes.Percentage...away 0.0073524263 0.0147251049 2.537422e-03
## Successful.Passes.Percentage...home -0.0027913074 -0.0147366944 -1.571334e-03
## Tackles...away 0.1131711712 -0.0232920865 -6.984148e-02
## Tackles...home -0.0582987295 0.0045445663 -1.780762e-02
## Throwins...away -0.0049745449 0.0226861791 1.034421e-02
## Throwins...home -0.0163572098 0.0064657366 -1.595086e-02
## Total.Crosses...away -0.0173587647 -0.0182783440 -2.226986e-02
## Total.Crosses...home 0.0512314454 -0.0108102448 -1.977374e-02
## Yellowcards...away -0.0056405731 -0.0101964628 -7.256121e-03
## Yellowcards...home 0.0070546016 -0.0063733580 -4.245993e-03
## Yellowred.Cards...away -0.0057049556 0.0040357392 1.630516e-03
## Yellowred.Cards...home 0.0049904115 -0.0053632018 -8.935235e-03
## current_state 0.0125573322 -0.0036222253 -1.831072e-03
## total_minute -0.0220494279 -0.0496093511 4.485203e-02
## PC82 PC83 PC84
## halftime -0.0057228041 0.0419547503 -3.278380e-03
## X1 0.0003006974 -0.0046995038 -1.123880e-03
## X2 0.0005029216 -0.0019622616 1.932237e-03
## X -0.0007312457 0.0112966026 -9.659079e-04
## Accurate.Crosses...away 0.0017507685 0.0090118479 7.970656e-03
## Accurate.Crosses...home 0.0039661753 0.0073125535 -2.623214e-03
## Assists...away 0.0041496102 0.0036912683 1.471274e-02
## Assists...home -0.0205442891 -0.0089266564 -2.679181e-03
## Attacks...away 0.0399553357 -0.0569350275 1.348764e-03
## Attacks...home 0.0021303187 -0.0569674864 1.375701e-03
## Ball.Possession.....away 0.0027501578 0.0300951101 2.477982e-02
## Ball.Possession.....home -0.0037728915 0.0249165995 2.131082e-02
## Ball.Safe...away 0.0351438539 -0.0269441975 5.380043e-03
## Ball.Safe...home -0.0544147985 0.0111597299 -4.231209e-03
## Challenges...away -0.0126149623 0.0216624763 1.953965e-03
## Challenges...home -0.0038312425 0.0259087858 8.139744e-03
## Corners...away -0.0117369516 -0.0105882435 1.679699e-03
## Corners...home 0.0121905891 -0.0242793186 5.010390e-04
## Counter.Attacks...away 0.0068774823 0.0077890015 1.530023e-03
## Counter.Attacks...home -0.0035573002 0.0055369583 -3.825690e-03
## Dangerous.Attacks...away 0.0060922152 -0.0089392432 -1.305776e-02
## Dangerous.Attacks...home -0.0263600042 -0.0142151656 -8.674561e-03
## Dribble.Attempts...away -0.0323207379 -0.0034222195 -2.471725e-03
## Dribble.Attempts...home 0.0092961417 -0.0024693293 -7.444584e-03
## Fouls...away -0.0007571712 -0.0932518490 -5.717240e-03
## Fouls...home 0.0069340765 -0.0694551455 3.738254e-03
## Free.Kicks...away 0.0004695497 0.0092930146 -5.419845e-03
## Free.Kicks...home 0.0059680203 -0.0181416337 2.297815e-03
## Goal.Attempts...away 0.0199853214 0.0106763729 -1.295982e-02
## Goal.Attempts...home 0.0104328702 0.0125128314 8.854746e-03
## Goal.Kicks...away 0.0012308678 -0.0211004638 -2.804671e-03
## Goal.Kicks...home -0.0252627654 -0.0218779285 -3.686918e-03
## Goals...away -0.0917632072 -0.0059040457 2.282645e-02
## Goals...home -0.2221761605 -0.0347490534 -3.246853e-02
## Headers...away 0.0019230431 0.0046597947 1.264811e-02
## Headers...home -0.0026096817 -0.0064181869 -7.498751e-03
## Hit.Woodwork...away -0.0025348611 0.0069618787 3.267257e-05
## Hit.Woodwork...home -0.0050225627 0.0009548896 -3.266823e-03
## Injuries...away -0.0048366649 -0.0145091079 -3.797135e-03
## Injuries...home -0.0017211006 -0.0137206365 2.116807e-04
## Interceptions...away 0.0025637209 -0.0339355587 -3.493349e-04
## Interceptions...home 0.0110177645 -0.0310860715 -4.276727e-03
## Key.Passes...away -0.0294495258 -0.0054040851 -4.077762e-02
## Key.Passes...home -0.0434363600 -0.0108527074 1.350443e-02
## Long.Passes...away -0.0024075613 -0.0238977647 -6.243285e-03
## Long.Passes...home 0.0014925259 -0.0226775232 -4.941416e-04
## Offsides...away -0.0002913678 -0.0168858879 3.023604e-03
## Offsides...home -0.0054864284 -0.0189955464 -6.702299e-04
## Passes...away -0.0198119041 -0.0592825844 -1.810912e-03
## Passes...home 0.0109021068 -0.0512838233 -5.701390e-04
## Penalties...away -0.0057027517 -0.0142096384 1.439877e-03
## Penalties...home -0.0016226239 -0.0180869795 -1.867681e-03
## Redcards...away -0.0045200936 -0.0050976972 -5.528272e-03
## Redcards...home 0.0013163376 -0.0114271751 2.530618e-03
## Saves...away -0.4837137434 -0.0498274327 -7.304976e-02
## Saves...home -0.1567281869 0.0098392595 6.639585e-02
## Shots.Blocked...away 0.0522887981 0.0071588003 -2.486366e-01
## Shots.Blocked...home 0.0247374681 -0.0104006272 1.273362e-01
## Shots.Insidebox...away -0.1828693779 -0.0059589895 5.652926e-01
## Shots.Insidebox...home -0.2025899046 0.0267147653 -3.299570e-01
## Shots.Off.Target...away 0.0946948621 0.0042436928 -2.953284e-01
## Shots.Off.Target...home 0.0383546068 -0.0156692989 1.565752e-01
## Shots.On.Target...away 0.2712702868 -0.0153036014 -3.563096e-01
## Shots.On.Target...home 0.6390567985 0.0460870463 2.256906e-01
## Shots.Outsidebox...away -0.1137213286 -0.0120737703 3.596850e-01
## Shots.Outsidebox...home -0.1099823710 0.0059016437 -1.895323e-01
## Shots.Total...away 0.1209962213 -0.0179825217 -1.091722e-01
## Shots.Total...home 0.2289159289 -0.0331880351 1.008218e-01
## Substitutions...away 0.0010071208 -0.0271748396 2.214641e-03
## Substitutions...home 0.0034691691 -0.0225455169 -3.007555e-03
## Successful.Dribbles...away 0.0234500081 -0.0003895817 3.786472e-03
## Successful.Dribbles...home 0.0031445959 0.0062026684 5.060281e-03
## Successful.Headers...away 0.0063125334 -0.0076740945 -9.037967e-03
## Successful.Headers...home -0.0054481942 0.0064832682 5.372939e-03
## Successful.Interceptions...away 0.0333888271 0.0032915322 -7.613321e-03
## Successful.Interceptions...home -0.0211040897 0.0240590099 -3.383935e-03
## Successful.Passes...away -0.0096087905 -0.1236001459 9.392577e-03
## Successful.Passes...home 0.0211390699 -0.1252787155 2.177170e-03
## Successful.Passes.Percentage...away -0.0017598069 -0.0027638942 -1.016396e-03
## Successful.Passes.Percentage...home 0.0028552856 0.0027697238 1.169589e-03
## Tackles...away -0.0429811312 -0.0272216646 1.220291e-02
## Tackles...home 0.0281079990 -0.0273878320 8.434904e-03
## Throwins...away 0.0008736189 -0.0482266095 -1.115415e-02
## Throwins...home 0.0293135028 -0.0478001017 7.421565e-03
## Total.Crosses...away 0.0021170016 -0.0648406047 6.991992e-03
## Total.Crosses...home -0.0056981522 -0.0512471292 2.280573e-03
## Yellowcards...away 0.0034485481 -0.0058335344 -3.704920e-04
## Yellowcards...home -0.0021638603 -0.0135260399 8.164920e-04
## Yellowred.Cards...away -0.0021614330 0.0004143201 4.046574e-03
## Yellowred.Cards...home 0.0052027396 -0.0015322154 2.209335e-03
## current_state -0.0020817663 -0.0065319453 2.388114e-03
## total_minute -0.0391203220 0.9514086915 4.973997e-03
## PC85 PC86 PC87
## halftime -3.842584e-03 -5.156684e-03 -2.316278e-04
## X1 -1.836033e-04 -9.533139e-04 -3.637073e-04
## X2 -2.078530e-04 -7.928604e-04 1.322566e-04
## X -6.875070e-05 -5.296833e-04 -2.588475e-05
## Accurate.Crosses...away -4.569902e-04 -2.441816e-03 1.154997e-04
## Accurate.Crosses...home 4.803560e-04 -2.178137e-03 -1.650082e-04
## Assists...away -1.570716e-04 -1.448049e-03 -2.909824e-04
## Assists...home 2.311260e-04 3.229235e-04 -3.386219e-04
## Attacks...away -9.341710e-03 7.628835e-04 -7.630799e-04
## Attacks...home -9.364626e-03 4.261199e-03 -1.664439e-03
## Ball.Possession.....away 7.027489e-01 2.749038e-03 -1.770280e-03
## Ball.Possession.....home 7.087346e-01 3.247570e-03 2.970841e-03
## Ball.Safe...away 6.130043e-04 -3.626668e-03 2.030796e-03
## Ball.Safe...home -5.076740e-04 4.089072e-03 -9.335934e-04
## Challenges...away -3.992778e-03 5.792240e-01 4.032669e-01
## Challenges...home -2.569266e-03 4.024584e-01 -5.810121e-01
## Corners...away -7.212591e-04 -9.394037e-04 4.688948e-04
## Corners...home 3.002305e-04 1.123203e-03 -1.123829e-03
## Counter.Attacks...away -9.507930e-04 -1.352120e-03 -2.924751e-04
## Counter.Attacks...home 2.981681e-04 2.488186e-04 9.145210e-04
## Dangerous.Attacks...away 3.277985e-04 -2.633579e-03 -1.295349e-03
## Dangerous.Attacks...home 3.541619e-05 -8.431749e-04 -1.112794e-03
## Dribble.Attempts...away 4.336281e-04 -5.641524e-05 -2.753801e-04
## Dribble.Attempts...home 5.492049e-04 5.377258e-03 8.001374e-04
## Fouls...away 3.678951e-03 9.634902e-03 -1.605172e-03
## Fouls...home 2.280040e-03 4.561476e-03 -6.381532e-04
## Free.Kicks...away 1.258624e-03 1.779985e-03 -9.143312e-04
## Free.Kicks...home -7.516481e-04 -1.964235e-03 1.311627e-04
## Goal.Attempts...away -8.663466e-04 -5.912092e-04 -1.960639e-03
## Goal.Attempts...home 3.857958e-04 -8.086911e-05 2.627699e-04
## Goal.Kicks...away -4.270831e-04 1.897353e-03 -1.171562e-03
## Goal.Kicks...home 2.037695e-04 2.804491e-03 1.296554e-04
## Goals...away -1.196694e-03 1.473176e-04 3.287154e-03
## Goals...home 1.682457e-03 -4.278779e-04 -1.341877e-03
## Headers...away 4.166485e-04 -1.883177e-03 -1.220885e-03
## Headers...home -5.952310e-04 8.706714e-04 4.648613e-03
## Hit.Woodwork...away -1.970878e-04 -2.366764e-04 9.842444e-04
## Hit.Woodwork...home 4.425485e-04 -1.316343e-04 3.814372e-04
## Injuries...away 1.082770e-03 2.125103e-03 4.730929e-04
## Injuries...home 7.005433e-04 1.230898e-05 8.458513e-05
## Interceptions...away 3.014126e-03 -5.774895e-01 -4.028387e-01
## Interceptions...home 1.694719e-03 -4.012419e-01 5.794133e-01
## Key.Passes...away 3.139827e-03 6.060778e-04 -1.580398e-03
## Key.Passes...home 1.255052e-03 -2.420406e-03 4.721845e-03
## Long.Passes...away 1.601557e-03 -1.811677e-03 -4.199166e-04
## Long.Passes...home -2.370968e-05 -2.934849e-03 -1.091370e-03
## Offsides...away -6.670464e-05 1.907740e-03 -5.487862e-04
## Offsides...home 1.784245e-04 2.247613e-03 3.594947e-04
## Passes...away 1.815882e-02 -2.336617e-02 3.027837e-03
## Passes...home 1.800441e-02 -2.605337e-02 1.058040e-03
## Penalties...away 4.981419e-04 -3.525917e-04 -8.120949e-04
## Penalties...home 4.814198e-04 1.154957e-03 1.575970e-05
## Redcards...away 5.646993e-04 1.005986e-04 1.071524e-04
## Redcards...home 2.565734e-04 -3.557359e-04 2.178552e-06
## Saves...away 2.626596e-03 -3.865696e-03 -1.604766e-03
## Saves...home -1.244255e-03 -6.932440e-03 2.160458e-03
## Shots.Blocked...away 7.615706e-03 9.816548e-03 8.290586e-03
## Shots.Blocked...home -4.712773e-03 7.900083e-03 1.553494e-03
## Shots.Insidebox...away -1.890108e-02 -1.080811e-03 9.430933e-03
## Shots.Insidebox...home 9.555010e-03 -4.071466e-03 -2.284606e-03
## Shots.Off.Target...away 9.795727e-03 1.163984e-02 9.339838e-03
## Shots.Off.Target...home -4.952415e-03 8.775197e-03 1.582699e-03
## Shots.On.Target...away 1.117111e-02 1.701187e-02 5.705964e-03
## Shots.On.Target...home -8.073233e-03 9.077278e-03 2.532077e-03
## Shots.Outsidebox...away -1.162095e-02 -3.190166e-03 6.864055e-03
## Shots.Outsidebox...home 6.449245e-03 -1.552896e-03 2.353976e-04
## Shots.Total...away 4.354547e-03 -1.845708e-02 -3.363671e-02
## Shots.Total...home -1.617216e-03 -8.967071e-03 -5.262639e-03
## Substitutions...away 2.726817e-04 4.096083e-04 7.194720e-04
## Substitutions...home 1.546722e-04 9.105898e-04 -1.120401e-03
## Successful.Dribbles...away 2.646908e-04 -1.419043e-03 1.444141e-03
## Successful.Dribbles...home 3.033196e-04 -3.441310e-03 -5.617446e-04
## Successful.Headers...away -1.044803e-03 1.888303e-03 -1.224676e-03
## Successful.Headers...home 2.803026e-04 3.443173e-03 -2.959028e-03
## Successful.Interceptions...away 1.055811e-03 -8.729664e-03 5.136038e-03
## Successful.Interceptions...home 6.494240e-04 -3.688977e-04 -1.764204e-03
## Successful.Passes...away 6.168405e-03 3.644118e-02 -3.346206e-03
## Successful.Passes...home 4.589619e-03 3.531223e-02 -2.493105e-03
## Successful.Passes.Percentage...away -9.873506e-03 -6.500355e-04 1.987226e-03
## Successful.Passes.Percentage...home -1.811542e-02 -2.562983e-04 -2.021922e-03
## Tackles...away -2.520132e-04 4.735830e-03 -4.002420e-03
## Tackles...home 4.525795e-04 2.267189e-03 1.688529e-03
## Throwins...away 1.813755e-04 3.202953e-03 6.079483e-04
## Throwins...home 2.402671e-04 4.103854e-03 -1.348173e-03
## Total.Crosses...away 3.883014e-03 7.320726e-03 -1.327898e-04
## Total.Crosses...home 3.504549e-03 6.305528e-03 1.337934e-03
## Yellowcards...away 2.417802e-04 -9.484996e-04 -2.923655e-05
## Yellowcards...home 6.674945e-04 -2.001339e-04 -6.471045e-04
## Yellowred.Cards...away -1.680866e-04 -7.528808e-04 -1.181359e-04
## Yellowred.Cards...home 2.747664e-04 5.123001e-04 -4.442462e-04
## current_state 1.059658e-03 2.569130e-04 2.277664e-04
## total_minute -3.675695e-02 -4.904010e-02 9.537300e-03
## PC88 PC89 PC90
## halftime 7.188920e-04 1.776268e-03 3.969473e-03
## X1 9.131404e-04 3.970939e-04 -5.325916e-06
## X2 -3.711396e-05 -7.278743e-05 -9.523368e-04
## X -1.604425e-03 -5.721944e-04 -1.458188e-03
## Accurate.Crosses...away 4.851014e-03 2.663951e-04 -1.004622e-03
## Accurate.Crosses...home 3.037480e-03 9.305558e-03 -5.752213e-03
## Assists...away 5.556919e-03 2.999847e-04 -3.484966e-03
## Assists...home 2.720696e-03 6.107503e-03 -5.840613e-04
## Attacks...away -5.348098e-03 -1.796385e-03 4.999938e-02
## Attacks...home -5.976242e-03 -4.914379e-03 5.227469e-02
## Ball.Possession.....away -1.389030e-03 -1.713560e-03 1.298117e-02
## Ball.Possession.....home -8.355494e-04 -3.731447e-04 1.151839e-02
## Ball.Safe...away 6.521740e-03 1.036186e-02 1.379977e-03
## Ball.Safe...home -3.813618e-03 -1.072537e-02 4.767450e-03
## Challenges...away 3.431031e-02 1.011959e-02 -2.064264e-02
## Challenges...home -9.228669e-03 6.756846e-03 -1.924360e-02
## Corners...away 1.721493e-04 -2.708635e-04 3.470741e-03
## Corners...home 1.588325e-03 -1.138941e-04 -1.663675e-03
## Counter.Attacks...away -1.182259e-03 3.729513e-04 1.982252e-03
## Counter.Attacks...home -1.074042e-03 -1.577327e-03 -2.366705e-03
## Dangerous.Attacks...away -5.156363e-03 9.900688e-04 -1.103474e-03
## Dangerous.Attacks...home -2.314817e-03 -2.624448e-03 -7.882702e-03
## Dribble.Attempts...away 3.512864e-03 -2.917604e-03 -3.252549e-04
## Dribble.Attempts...home -1.039865e-02 2.085765e-03 3.459039e-03
## Fouls...away 8.415217e-05 1.433952e-03 2.757226e-03
## Fouls...home 3.360300e-04 -3.775504e-03 -5.614017e-04
## Free.Kicks...away 1.782732e-03 6.442970e-03 -5.216980e-03
## Free.Kicks...home -1.624938e-03 -5.027983e-03 4.699000e-03
## Goal.Attempts...away 1.271320e-03 2.772598e-04 4.606689e-04
## Goal.Attempts...home -2.537566e-03 4.080755e-03 -3.606464e-03
## Goal.Kicks...away -1.291272e-03 -3.033442e-03 5.957575e-03
## Goal.Kicks...home -6.825717e-03 9.762101e-04 1.768924e-03
## Goals...away -1.177188e-02 -3.271034e-03 8.855776e-05
## Goals...home -1.194276e-03 -1.157104e-02 5.166991e-03
## Headers...away 1.815881e-02 -9.011782e-04 -1.405400e-02
## Headers...home 3.354914e-03 -1.400852e-04 -5.805198e-03
## Hit.Woodwork...away 2.882864e-04 -1.303142e-03 -6.177020e-04
## Hit.Woodwork...home 1.209349e-04 1.171095e-03 -7.207811e-04
## Injuries...away -3.328375e-03 9.800550e-04 -3.537805e-03
## Injuries...home 1.775980e-03 -2.985410e-03 -6.968736e-04
## Interceptions...away -3.355028e-02 -1.186070e-02 3.539736e-02
## Interceptions...home 8.163582e-03 -7.397851e-03 3.203919e-02
## Key.Passes...away -1.026022e-02 -9.418028e-03 -1.373743e-02
## Key.Passes...home -8.633780e-03 -1.711707e-02 -4.690036e-03
## Long.Passes...away -2.201391e-03 1.351788e-03 2.316475e-03
## Long.Passes...home -9.729786e-04 -3.051459e-03 6.545105e-03
## Offsides...away 1.610090e-03 -3.902974e-04 2.372321e-03
## Offsides...home -1.112444e-03 -1.326959e-03 4.107668e-03
## Passes...away 3.851888e-02 4.230288e-02 -5.610867e-01
## Passes...home 3.287239e-02 3.229041e-02 -5.095410e-01
## Penalties...away 9.408251e-04 -3.407034e-04 -2.594917e-03
## Penalties...home 1.385187e-04 -4.113689e-05 3.063903e-04
## Redcards...away -5.257218e-04 -7.163088e-04 -2.636313e-04
## Redcards...home -1.432385e-03 -1.057492e-03 -1.330792e-03
## Saves...away -2.253315e-03 -1.072930e-02 1.013725e-02
## Saves...home -1.001686e-02 -4.361776e-03 -9.712777e-03
## Shots.Blocked...away -2.464181e-01 9.639276e-03 -1.529762e-02
## Shots.Blocked...home -4.842457e-02 -2.731068e-01 -2.157876e-02
## Shots.Insidebox...away -1.377271e-01 5.173810e-02 -2.401130e-03
## Shots.Insidebox...home 4.389354e-02 -6.672447e-02 1.373359e-03
## Shots.Off.Target...away -2.964342e-01 1.591622e-02 -1.428258e-02
## Shots.Off.Target...home -5.762697e-02 -3.321740e-01 -2.780625e-02
## Shots.On.Target...away -2.592883e-01 2.549643e-02 -6.996490e-03
## Shots.On.Target...home -5.169993e-02 -2.854817e-01 -3.521819e-02
## Shots.Outsidebox...away -8.764506e-02 3.452431e-02 -3.769979e-03
## Shots.Outsidebox...home 2.388589e-02 -3.868348e-02 -4.086952e-03
## Shots.Total...away 8.560216e-01 -1.040723e-01 5.257239e-02
## Shots.Total...home 7.567785e-02 8.388002e-01 6.606455e-02
## Substitutions...away -3.337936e-03 -7.441195e-04 -3.672339e-03
## Substitutions...home 8.484466e-04 -3.924986e-03 -1.826368e-03
## Successful.Dribbles...away 3.175386e-03 1.495335e-03 -2.223097e-03
## Successful.Dribbles...home 7.143586e-03 -7.304436e-04 -4.865492e-03
## Successful.Headers...away -1.386768e-02 2.828086e-03 2.295240e-02
## Successful.Headers...home -3.048838e-03 -2.707067e-04 1.561062e-02
## Successful.Interceptions...away -8.798515e-04 4.204334e-03 -9.588491e-03
## Successful.Interceptions...home -5.416225e-04 -5.584636e-03 -8.374262e-03
## Successful.Passes...away -3.019289e-02 -4.463494e-02 4.723366e-01
## Successful.Passes...home -2.460586e-02 -3.221382e-02 4.195798e-01
## Successful.Passes.Percentage...away 9.673390e-04 1.184751e-03 -7.947659e-03
## Successful.Passes.Percentage...home 2.175905e-04 1.846036e-06 -5.802256e-03
## Tackles...away 5.817257e-03 -4.612257e-03 1.102575e-02
## Tackles...home 2.213529e-04 5.997705e-03 -3.019518e-04
## Throwins...away -4.237795e-03 1.852997e-04 1.865568e-02
## Throwins...home -3.092358e-03 -5.214490e-03 9.336473e-03
## Total.Crosses...away -6.935213e-04 -1.517135e-03 -9.283659e-03
## Total.Crosses...home -2.584639e-03 -7.537431e-03 1.469379e-03
## Yellowcards...away -1.322822e-03 -1.260626e-03 -8.445946e-04
## Yellowcards...home -9.218627e-04 -9.263022e-04 -9.341905e-04
## Yellowred.Cards...away 1.659136e-03 -1.106274e-03 -8.582643e-04
## Yellowred.Cards...home 1.467352e-03 7.876358e-04 -1.329845e-04
## current_state -7.197742e-04 7.486210e-04 -1.084742e-03
## total_minute 9.309943e-03 2.661938e-02 6.983199e-02
## PC91 PC92
## halftime 1.193323e-03 4.253459e-04
## X1 -4.209620e-04 5.067697e-05
## X2 -1.745145e-04 -7.052513e-04
## X 5.352121e-04 1.182066e-04
## Accurate.Crosses...away 1.364181e-03 -2.795387e-03
## Accurate.Crosses...home -3.664204e-04 1.504711e-03
## Assists...away -9.130144e-04 4.239020e-04
## Assists...home -3.024799e-04 4.416259e-04
## Attacks...away 2.648785e-03 3.139049e-03
## Attacks...home -2.175165e-03 8.238419e-04
## Ball.Possession.....away 1.159314e-03 -5.889586e-03
## Ball.Possession.....home -1.124980e-03 8.397348e-03
## Ball.Safe...away 1.520959e-03 -4.287198e-03
## Ball.Safe...home -2.144293e-04 4.541170e-03
## Challenges...away -7.671380e-04 -5.565086e-04
## Challenges...home 3.247714e-03 -3.357678e-03
## Corners...away 1.195500e-03 -4.543454e-03
## Corners...home -2.532061e-04 3.863736e-03
## Counter.Attacks...away 1.351240e-04 -1.258994e-03
## Counter.Attacks...home 1.212786e-04 1.292732e-03
## Dangerous.Attacks...away 4.719334e-04 -4.636892e-03
## Dangerous.Attacks...home -2.829425e-03 2.494953e-03
## Dribble.Attempts...away 1.087926e-03 1.502091e-03
## Dribble.Attempts...home 3.397438e-03 -3.022032e-03
## Fouls...away -3.357630e-04 2.400084e-03
## Fouls...home 1.023012e-03 -2.740942e-03
## Free.Kicks...away 3.206365e-04 9.426813e-04
## Free.Kicks...home -2.752954e-04 3.636568e-04
## Goal.Attempts...away -8.977985e-04 1.582669e-04
## Goal.Attempts...home -6.085896e-04 -1.693305e-03
## Goal.Kicks...away 1.097461e-03 -4.280837e-03
## Goal.Kicks...home 1.209297e-04 1.057111e-03
## Goals...away 1.789060e-03 1.815903e-03
## Goals...home -1.219794e-03 -2.053035e-03
## Headers...away 4.707840e-01 3.143170e-02
## Headers...home 5.166235e-01 4.205502e-02
## Hit.Woodwork...away 9.039177e-05 7.428328e-04
## Hit.Woodwork...home 4.609317e-04 1.193567e-04
## Injuries...away -9.395941e-05 7.050081e-04
## Injuries...home -3.297573e-04 9.212654e-04
## Interceptions...away 1.206397e-03 5.223412e-03
## Interceptions...home -2.831609e-03 -2.430063e-03
## Key.Passes...away -2.723139e-06 2.336497e-03
## Key.Passes...home -3.204968e-03 -2.781024e-03
## Long.Passes...away 8.812919e-04 2.406102e-04
## Long.Passes...home -9.758766e-04 7.261129e-04
## Offsides...away 5.674891e-05 2.479800e-03
## Offsides...home 1.165611e-03 -2.948188e-03
## Passes...away -5.574543e-02 4.988492e-01
## Passes...home 2.761222e-02 -5.589571e-01
## Penalties...away -6.302049e-04 1.438569e-04
## Penalties...home -4.043818e-04 8.089163e-05
## Redcards...away 4.293106e-04 -3.046413e-04
## Redcards...home -8.770349e-05 1.392247e-04
## Saves...away 3.342486e-04 5.582924e-04
## Saves...home 1.460456e-03 2.107083e-03
## Shots.Blocked...away 5.130427e-03 1.135752e-03
## Shots.Blocked...home -8.276106e-04 4.526669e-03
## Shots.Insidebox...away -2.859001e-04 1.018515e-03
## Shots.Insidebox...home 2.096226e-03 -2.738161e-03
## Shots.Off.Target...away 6.492096e-03 2.928064e-03
## Shots.Off.Target...home -7.144846e-04 3.446518e-03
## Shots.On.Target...away 4.544369e-03 -1.361938e-03
## Shots.On.Target...home -1.022605e-04 3.481417e-03
## Shots.Outsidebox...away -7.384677e-05 1.114729e-03
## Shots.Outsidebox...home 1.330097e-03 -3.093120e-03
## Shots.Total...away -1.464819e-02 -1.191030e-03
## Shots.Total...home 2.814991e-03 -5.022380e-03
## Substitutions...away -1.536271e-04 2.219036e-03
## Substitutions...home -6.199311e-04 -1.533129e-03
## Successful.Dribbles...away -4.112217e-04 4.254047e-04
## Successful.Dribbles...home -1.749178e-03 1.064262e-04
## Successful.Headers...away -4.942016e-01 -3.413470e-02
## Successful.Headers...home -5.103348e-01 -3.921465e-02
## Successful.Interceptions...away 1.268730e-03 1.801172e-03
## Successful.Interceptions...home 1.041018e-03 1.967573e-03
## Successful.Passes...away 4.492800e-02 -4.397258e-01
## Successful.Passes...home -2.106364e-02 4.886904e-01
## Successful.Passes.Percentage...away -1.217198e-03 9.073314e-03
## Successful.Passes.Percentage...home 1.221877e-03 -9.429606e-03
## Tackles...away -1.540850e-03 -8.898597e-03
## Tackles...home -3.588826e-03 7.483710e-03
## Throwins...away 1.736730e-03 -5.224128e-03
## Throwins...home -1.417291e-03 4.988484e-03
## Total.Crosses...away -2.428004e-03 8.290242e-03
## Total.Crosses...home 2.520135e-03 -9.711855e-03
## Yellowcards...away 1.810800e-04 5.988358e-04
## Yellowcards...home -1.197062e-04 -1.563579e-03
## Yellowred.Cards...away -8.114883e-04 1.016926e-03
## Yellowred.Cards...home -9.325303e-04 -2.807793e-04
## current_state 2.430508e-05 -2.290033e-04
## total_minute 1.148589e-03 8.320529e-03top_features_pc1 <- sort(abs(loadings[, 1]), decreasing = TRUE)
print(top_features_pc1)## total_minute Attacks...away
## 0.160381716 0.142939814
## Attacks...home halftime
## 0.142618478 0.140890346
## Passes...home Passes...away
## 0.140047719 0.137421426
## Tackles...home Tackles...away
## 0.135898345 0.135375754
## Successful.Interceptions...away Successful.Interceptions...home
## 0.134231022 0.134067929
## Shots.Total...home Dribble.Attempts...away
## 0.133756606 0.132913321
## Successful.Passes...home Dribble.Attempts...home
## 0.132345640 0.132227236
## Shots.Total...away Throwins...away
## 0.130742653 0.130578410
## Fouls...home Key.Passes...home
## 0.130225270 0.130136514
## Dangerous.Attacks...home Successful.Passes...away
## 0.130060388 0.128625706
## Total.Crosses...home Long.Passes...away
## 0.127505079 0.126707895
## Throwins...home Long.Passes...home
## 0.126649511 0.126606410
## Fouls...away Dangerous.Attacks...away
## 0.126391692 0.125919335
## Substitutions...away Key.Passes...away
## 0.125494047 0.125351425
## Substitutions...home Shots.Insidebox...home
## 0.124124343 0.122861414
## Total.Crosses...away Challenges...home
## 0.121725119 0.120066839
## Interceptions...home Shots.Insidebox...away
## 0.119771447 0.119254991
## Challenges...away Interceptions...away
## 0.118624264 0.118542843
## Headers...away Headers...home
## 0.118387359 0.117058290
## Successful.Headers...away Successful.Headers...home
## 0.115623236 0.115496606
## Shots.Off.Target...home Ball.Safe...away
## 0.114927611 0.114832619
## Successful.Dribbles...home Goal.Kicks...away
## 0.114577022 0.114456746
## Goal.Kicks...home Ball.Safe...home
## 0.114127949 0.113665734
## Shots.On.Target...home Successful.Dribbles...away
## 0.113548035 0.112877875
## Accurate.Crosses...home Shots.Off.Target...away
## 0.111244825 0.109113957
## Shots.Outsidebox...home Shots.On.Target...away
## 0.108679339 0.108245650
## Corners...home Shots.Outsidebox...away
## 0.105901222 0.105194944
## Goal.Attempts...home Accurate.Crosses...away
## 0.103527689 0.101827040
## Saves...away Goal.Attempts...away
## 0.101826713 0.101776119
## Corners...away Shots.Blocked...home
## 0.100361889 0.097432226
## Shots.Blocked...away Yellowcards...away
## 0.096771504 0.095448029
## Saves...home Yellowcards...home
## 0.095081124 0.092559115
## Goals...home Goals...away
## 0.076468036 0.074978317
## Offsides...away Offsides...home
## 0.070396738 0.069851068
## Assists...home Assists...away
## 0.065646618 0.065411154
## Injuries...away X2
## 0.057542292 0.055723107
## Injuries...home current_state
## 0.054596728 0.051177511
## X Counter.Attacks...away
## 0.047933223 0.047541372
## Counter.Attacks...home X1
## 0.047216553 0.045428286
## Hit.Woodwork...away Hit.Woodwork...home
## 0.040880655 0.040667969
## Penalties...home Successful.Passes.Percentage...home
## 0.031410079 0.027506136
## Penalties...away Redcards...away
## 0.027279043 0.026743115
## Successful.Passes.Percentage...away Free.Kicks...away
## 0.025892142 0.025105918
## Free.Kicks...home Redcards...home
## 0.024239684 0.022521714
## Yellowred.Cards...away Yellowred.Cards...home
## 0.015378078 0.010265081
## Ball.Possession.....home Ball.Possession.....away
## 0.002567277 0.001812460top_features_pc2 <- sort(abs(loadings[, 2]), decreasing = TRUE)
print(top_features_pc2)## Ball.Possession.....away Ball.Possession.....home
## 0.2711805144 0.2710542075
## Dangerous.Attacks...away Key.Passes...away
## 0.1817189928 0.1746830477
## Shots.Total...away Shots.Insidebox...away
## 0.1728758458 0.1682394537
## Shots.Total...home Key.Passes...home
## 0.1680761792 0.1666746833
## Corners...away Dangerous.Attacks...home
## 0.1644628393 0.1643573281
## Successful.Passes...away Shots.Insidebox...home
## 0.1602561455 0.1578789024
## Total.Crosses...away Corners...home
## 0.1577763586 0.1576352341
## Successful.Passes.Percentage...away Shots.Blocked...home
## 0.1522594178 0.1512405361
## Saves...home Total.Crosses...home
## 0.1497985391 0.1471156247
## Shots.Off.Target...away Successful.Passes...home
## 0.1438748070 0.1396194554
## Passes...away Shots.On.Target...away
## 0.1385633539 0.1355077626
## Accurate.Crosses...away Accurate.Crosses...home
## 0.1348276434 0.1345636114
## Shots.Blocked...away Shots.Off.Target...home
## 0.1336551136 0.1314773660
## Goal.Kicks...away Saves...away
## 0.1283097188 0.1270123964
## Shots.On.Target...home Attacks...home
## 0.1268351151 0.1268300501
## Successful.Passes.Percentage...home Shots.Outsidebox...home
## 0.1261822144 0.1254821346
## Goal.Kicks...home Passes...home
## 0.1241371778 0.1228096458
## Attacks...away Shots.Outsidebox...away
## 0.1219597515 0.1212187758
## Goal.Attempts...away Goal.Attempts...home
## 0.1056528631 0.0947419264
## Free.Kicks...away X2
## 0.0819808937 0.0790265524
## Successful.Dribbles...away X1
## 0.0714910804 0.0706455319
## Hit.Woodwork...away Free.Kicks...home
## 0.0695398305 0.0690551910
## Successful.Dribbles...home Throwins...home
## 0.0677871651 0.0668258271
## Redcards...home Goals...home
## 0.0647159074 0.0617244816
## Redcards...away Hit.Woodwork...home
## 0.0613011786 0.0608070719
## Counter.Attacks...home Yellowred.Cards...away
## 0.0565118192 0.0556383057
## Dribble.Attempts...away Assists...home
## 0.0544169203 0.0541053173
## Dribble.Attempts...home Interceptions...home
## 0.0540029815 0.0488536708
## Challenges...home Successful.Headers...home
## 0.0484106418 0.0453476652
## Yellowcards...away Goals...away
## 0.0452099520 0.0423759007
## Long.Passes...home Long.Passes...away
## 0.0418236928 0.0395743233
## Assists...away Counter.Attacks...away
## 0.0383556645 0.0363792048
## Headers...home Interceptions...away
## 0.0360411898 0.0356694353
## Yellowcards...home current_state
## 0.0356145894 0.0354928492
## Challenges...away Successful.Interceptions...home
## 0.0350489860 0.0349457545
## Fouls...home Throwins...away
## 0.0316391491 0.0309582549
## Tackles...home Tackles...away
## 0.0302861225 0.0300675151
## X Successful.Interceptions...away
## 0.0268371638 0.0262330565
## Yellowred.Cards...home Penalties...home
## 0.0246796924 0.0225273620
## Headers...away Ball.Safe...away
## 0.0211100524 0.0160387420
## Injuries...home Substitutions...away
## 0.0152315165 0.0146474995
## Fouls...away Substitutions...home
## 0.0138897064 0.0134446164
## Offsides...home Successful.Headers...away
## 0.0133985702 0.0111379481
## Offsides...away Injuries...away
## 0.0101639428 0.0069168384
## Ball.Safe...home Penalties...away
## 0.0025953891 0.0005620005
## halftime total_minute
## 0.0003937315 0.0003106340library(corrplot)## corrplot 0.95 loadedvar <- get_pca_var(pca)
cos2 <- var$cos2
cos2_limited <- cos2[, 1:36]
total_cos2 <- rowSums(cos2_limited)
top_features <- names(sort(total_cos2, decreasing = TRUE)[1:10])
cos2_top <- cos2_limited[top_features, ]
corrplot(cos2_top, is.corr = FALSE, tl.cex = 0.8, title = "Top 10 Features by Cos2 (First 36 Dimensions)")
fviz_cos2(pca, choice = "var", axes = 1:37)
cum_var <- cumsum(pca$sdev^2) / sum(pca$sdev^2)
num_components <- which(cum_var >= 0.90)[1]
pca_scores <- as.data.frame(pca$x[, 1:num_components])print(pca_scores)## PC1 PC2 PC3 PC4 PC5
## 1 -8.010844252 1.768676e+00 0.4437915995 0.727361399 -0.3065689077
## 2 -5.521316783 3.513495e+00 0.2973012895 0.734703131 -1.0580786015
## 3 -5.335746620 3.758576e+00 0.3702724559 0.937157112 -1.2129282358
## 4 -5.204761839 3.679278e+00 0.3194193089 0.814533272 -1.2436736777
## 5 -4.776588424 4.034563e+00 0.3141744325 0.749432074 -1.3745879855
## 6 -4.384121366 4.039944e+00 0.1477517577 0.730464015 -1.4257444067
## 7 -4.373017120 4.035672e+00 0.1444574056 0.729880003 -1.4266149325
## 8 -4.073754652 3.843939e+00 0.0403534610 0.408550045 -1.4328256578
## 9 -4.067640601 3.843903e+00 0.0398492523 0.408966092 -1.4336252931
## 10 -3.992756684 3.822202e+00 -0.0414670100 0.433043236 -1.4488353956
## 11 -3.865120550 3.868471e+00 -0.0378795535 0.488184322 -1.5147289060
## 12 -3.843469281 3.879148e+00 -0.0325407427 0.493151749 -1.5246498841
## 13 -3.812657301 3.895628e+00 -0.0409226103 0.504572832 -1.5378435415
## 14 -3.689889957 3.964511e+00 -0.0346109385 0.566534345 -1.5854154303
## 15 -3.450492840 4.016306e+00 -0.1506701298 0.669319536 -1.6141580121
## 16 -3.249050759 4.088574e+00 -0.1899767401 0.583486050 -1.6505841863
## 17 2.100249314 4.720678e+00 2.4259413137 0.307380670 0.0511757139
## 18 2.127327354 4.713764e+00 2.4232542236 0.304686112 0.0418116107
## 19 2.186419287 4.731415e+00 2.4077242943 0.322733774 0.0191385188
## 20 2.291445794 4.733535e+00 2.3911880139 0.373121034 0.0478135883
## 21 2.890498624 4.898181e+00 2.3533437986 0.176055059 -0.0659935515
## 22 3.116225050 5.101162e+00 2.3346923681 0.104417285 -0.0847586341
## 23 3.563132731 5.426733e+00 2.3053316927 0.109893787 -0.1689299186
## 24 3.669960388 5.489684e+00 2.2544318908 0.123573125 -0.1748623434
## 25 3.969773254 5.688621e+00 2.2377572540 0.240932197 -0.3188964267
## 26 3.989441796 5.700714e+00 2.2360029595 0.247943219 -0.3231165857
## 27 4.556607770 6.216832e+00 2.3083318829 -0.164589677 -0.3420138031
## 28 5.194821961 6.122689e+00 2.4624933668 -0.049349749 -0.5019908939
## 29 6.326097900 6.425144e+00 2.4632006262 -0.617513688 0.7389728754
## 30 6.605389517 6.432161e+00 2.4029866723 -0.660898334 0.6552181980
## 31 6.727489601 6.517663e+00 2.4041272786 -0.619530352 0.6125949598
## 32 10.539028026 8.365852e+00 2.8457757083 -3.865204952 0.8900437065
## 33 11.619039229 8.857469e+00 3.0345137979 -5.074456440 1.2088890929
## 34 -9.635611397 -2.957495e+00 -2.2645083745 -2.832301422 2.3573436941
## 35 -9.341434449 -2.310373e-01 -0.2007340451 -0.377200211 0.3899315149
## 36 -9.228092352 -1.775005e-01 -0.2299951090 -0.344609158 0.3525375500
## 37 -8.956297960 7.414656e-01 0.1607171464 0.654375864 -0.1361087767
## 38 -8.928418964 7.127200e-01 0.1549881486 0.648795454 -0.1465639433
## 39 -8.822502726 7.599852e-01 0.1242502903 0.665712835 -0.1511293882
## 40 -8.595124663 8.860436e-01 0.0727959001 0.851484994 -0.2255451801
## 41 -8.122136255 5.242422e-01 1.4278633314 1.400271979 0.3938016319
## 42 -7.913248893 6.541217e-01 1.4135027933 1.554238370 0.2658579386
## 43 -7.892102952 6.412817e-01 1.4048514946 1.551897560 0.2650215473
## 44 -7.668220075 4.362562e-01 1.3436607808 1.522920981 0.2403900560
## 45 -7.644069481 4.523106e-01 1.3415389511 1.532384155 0.2350078409
## 46 -7.562844475 4.541204e-01 1.3107323537 1.546097602 0.2081538048
## 47 -7.556761077 4.541321e-01 1.3101164749 1.546391989 0.2072662119
## 48 -7.525234931 4.475121e-01 1.2961913457 1.544566441 0.1963161837
## 49 -7.436713645 4.291280e-01 1.2764705082 1.552460795 0.1612555732
## 50 -6.987972189 7.130463e-01 1.2049730245 1.889486401 -0.0258843658
## 51 -6.592384609 8.612826e-01 1.0091136512 2.008717012 -0.0609786873
## 52 -6.521639405 9.115827e-01 1.0542047873 2.030916657 -0.1154564588
## 53 -6.507168632 8.993578e-01 1.0523715856 2.028712844 -0.1211363722
## 54 -6.310006591 5.270274e-01 0.9258163043 1.873739682 -0.1263701245
## 55 -6.195476825 3.872753e-01 0.8562585784 1.760961853 -0.1222520347
## 56 -5.966688762 2.817022e-01 0.7494424790 1.682200761 -0.1570234585
## 57 -5.824438163 2.506781e-01 0.6831829033 1.690706267 -0.1901640551
## 58 -5.435920217 4.642089e-02 0.6343807807 1.835333683 -0.2746552909
## 59 -5.338238570 -9.293784e-02 0.6554770150 1.764922157 -0.2840484845
## 60 -5.039306688 -3.806668e-02 0.4959135041 1.932411024 -0.3514729071
## 61 -4.821467633 -2.334952e-01 0.3730729479 1.794526906 -0.3945933031
## 62 -4.779249069 -2.175657e-01 0.3583079136 1.815135474 -0.3940461331
## 63 -4.721766259 -2.484286e-01 0.3240095815 1.818069805 -0.4033723849
## 64 -4.264202521 1.669926e-01 0.3980232447 1.742932253 -0.5593081304
## 65 -4.203570079 1.099513e-01 0.3429162419 1.712016404 -0.5538539690
## 66 -4.027589954 1.476207e-01 0.2747241815 1.704373454 -0.6016922008
## 67 -3.834951254 2.623126e-01 0.2538318522 1.746023641 -0.6522538683
## 68 -3.828867856 2.623244e-01 0.2532159734 1.746318028 -0.6531414613
## 69 -3.555422217 2.312196e-01 0.1591945957 1.734129648 -0.6961674012
## 70 -3.240023694 7.782051e-02 0.2569719372 1.870107247 -0.8302252783
## 71 -2.510617012 7.482519e-03 0.0664908977 1.578372848 0.6378559426
## 72 -2.364927877 -6.455016e-02 0.0166968550 1.555287592 0.6030793226
## 73 -2.194795246 -4.975452e-02 -0.0196734537 1.556217448 0.5905701625
## 74 -2.155371507 1.175337e-02 0.0035270494 1.599973607 0.5587037474
## 75 -2.119999856 5.408087e-04 -0.0028224570 1.601166264 0.5533645550
## 76 -1.886399872 -7.241265e-02 -0.0915526376 1.551882644 0.4763027484
## 77 -1.712635418 2.372503e-02 -0.0986230118 1.618832292 0.3819673848
## 78 -0.930264652 4.250510e-01 -0.2274189296 1.617849350 0.1911146102
## 79 -0.558233154 8.842387e-01 -0.5400316816 0.286429819 -0.0728859189
## 80 -0.229705094 5.855879e-01 -0.4938355607 0.289371411 -0.1684541348
## 81 0.076448276 1.631022e-01 -0.2340119309 0.463440570 -0.3520149163
## 82 0.141512039 8.523262e-02 -0.1890767569 0.484392198 -0.3625531769
## 83 0.210704276 5.571771e-02 -0.1504164428 0.508244822 -0.3852021185
## 84 0.252524584 7.224421e-02 -0.1543490028 0.517618512 -0.3932440168
## 85 0.489339832 1.133001e-04 -0.2628294134 0.498802516 -0.4667415284
## 86 1.510249219 4.557393e-02 -0.4837540978 0.344759415 -0.0577527847
## 87 2.296927468 -1.469195e-01 -0.3762188083 0.333290163 -0.1593649113
## 88 2.399185225 -5.603188e-02 -0.3784458539 0.278024858 -0.1668188245
## 89 2.566461042 -9.724663e-02 -0.4602186044 0.245508323 -0.2127298325
## 90 2.869898461 -8.903456e-02 -0.5467150763 0.081837682 0.5248906324
## 91 3.045736189 -5.767550e-02 -0.5791439951 0.131568618 0.4739816443
## 92 3.082133209 -1.978841e-02 -0.5718554376 0.134875015 0.4585240095
## 93 3.104888615 -2.010789e-02 -0.5794110601 0.130913163 0.4760665432
## 94 3.421950134 2.546621e-01 -0.5858585810 0.184216848 0.3675654617
## 95 3.603533587 2.684135e-01 -0.6349127553 0.076688137 0.3754193389
## 96 3.627758262 2.661190e-01 -0.6452472515 0.090936836 0.3750435676
## 97 3.760503630 1.933440e-01 -0.7101622415 0.093376141 0.3532452919
## 98 3.765042076 1.966203e-01 -0.7106542454 0.098130198 0.3518823544
## 99 5.137920586 2.013759e-01 0.1466495587 -0.939454855 0.6347503382
## 100 5.385907931 1.002344e-01 0.0742488754 -0.987123850 0.6389890627
## 101 5.436760679 1.046362e-01 0.0550116244 -1.032793950 0.6610939989
## 102 6.202401231 -4.338140e-01 0.9021915342 -0.335000894 0.6061607518
## 103 6.513712318 -5.597903e-01 0.9294653696 -0.403219035 0.7014147604
## 104 6.938100016 -6.995364e-01 0.7631663053 -0.493950960 1.2668613385
## 105 7.107962835 -7.393139e-01 0.7190480543 -0.529141070 1.1922941646
## 106 7.208684484 -7.473975e-01 0.7107884430 -0.495213635 1.2181015942
## 107 8.355868566 -1.920643e+00 3.3360240475 0.731339293 2.5316159222
## 108 8.517940096 -1.996505e+00 3.4452145433 0.836937675 2.6184566095
## 109 8.724647220 -2.182039e+00 3.8665861416 1.175812460 2.9613698320
## 110 8.943812943 -2.343053e+00 4.2404966103 1.573326277 3.2563657570
## 111 9.166924501 -2.601792e+00 4.8130086373 2.148126071 3.7344710485
## 112 -9.509395481 3.025038e+00 1.1077168337 3.019170444 -0.7146819829
## 113 -9.134115154 8.088828e-01 0.5104993801 0.614890543 -0.3167318419
## 114 -8.829534186 1.635073e+00 0.7299528682 0.920167958 -0.4569353427
## 115 -8.775961636 1.661050e+00 0.7276492497 0.886068969 -0.4622625716
## 116 -8.708768071 1.148485e+00 0.2311030058 0.519511442 -0.0876147136
## 117 -8.512852253 7.981430e-01 0.1004883037 0.147865508 -0.0073017115
## 118 -8.446374285 8.079064e-01 0.0741560438 0.168063179 -0.0076585313
## 119 -7.962142957 1.041990e+00 0.0581220225 0.072074789 -0.1534343952
## 120 -7.833135000 1.071571e+00 0.0003070083 0.119026849 -0.1571782046
## 121 -7.427247761 1.103342e+00 -0.0345659754 0.417164339 -0.3274649217
## 122 -6.147254182 1.557178e+00 -0.3051672438 0.533830783 -0.7245656337
## 123 -5.576103687 1.924087e+00 -0.3331091542 0.636647693 -0.9148282284
## 124 -5.438245914 2.093735e+00 -0.3321922787 0.659661828 -0.9347640560
## 125 -5.438245914 2.093735e+00 -0.3321922787 0.659661828 -0.9347640560
## 126 -4.882884876 1.519345e+00 -0.0491011443 0.657607498 -0.9681366088
## 127 -4.869064965 1.506539e+00 -0.0536287038 0.658183474 -0.9762928839
## 128 -4.752457199 1.299087e+00 -0.0937961080 0.619587975 -1.0172640837
## 129 -4.629011610 1.159719e+00 -0.0277919223 0.663824536 -1.0441903088
## 130 -4.329528560 9.836422e-01 -0.0948211644 0.743083611 -1.1523628618
## 131 -4.323312332 9.834474e-01 -0.0949531394 0.743905192 -1.1528693046
## 132 -4.197955127 8.764591e-01 -0.0039590788 0.788644894 -1.1882930072
## 133 -3.933828001 8.831016e-01 -0.0782877350 0.845589240 -1.2486502604
## 134 -3.927744603 8.831134e-01 -0.0789036138 0.845883627 -1.2495378534
## 135 -3.725400268 8.315294e-01 -0.0782913829 0.792132715 -1.2520862536
## 136 -3.507693727 1.032381e+00 -0.0814612132 1.047601542 -1.3613572088
## 137 -1.948440340 3.582237e-01 -0.0358230586 1.236783229 -1.6916353677
## 138 -0.553130926 7.458282e-01 -0.4449325839 1.245554031 -1.8308047260
## 139 0.781036725 1.051148e+00 -0.8310627770 1.375601086 -1.9524218370
## 140 1.687991235 1.496171e+00 -1.0007000790 1.289086100 -2.0701997888
## 141 1.692825397 1.500632e+00 -1.0011583325 1.289917368 -2.0709727203
## 142 3.227845077 6.731782e-01 -1.3842218245 1.225630718 -2.3997601195
## 143 3.643875348 2.994048e-01 -1.4261314408 1.247962527 -2.5430880100
## 144 3.682013124 3.034868e-01 -1.4333190263 1.252757509 -2.5494548603
## 145 4.511989629 3.298224e-01 -1.2405649446 1.288822378 -2.7008012297
## 146 4.601763421 3.376962e-01 -1.2733881899 1.264142654 -2.6772782417
## 147 4.607073794 3.339721e-01 -1.2768937041 1.261679418 -2.6773882965
## 148 4.779186426 3.040036e-01 -1.2845787590 1.329511851 -2.6252222515
## 149 7.478754494 6.367387e-02 -1.8714484139 0.245765066 1.3891730120
## 150 7.541171198 6.875059e-02 -1.8831042511 0.258495713 1.3766804071
## 151 7.689611218 1.692829e-01 -1.8959251327 0.225346220 1.3733618469
## 152 7.932574093 6.971906e-04 -1.8703199434 0.323279827 1.3347133147
## 153 8.013224841 -1.998677e-02 -1.8171180316 0.354774242 1.3177446719
## 154 8.055596524 1.987253e-02 -1.8093215450 0.363032616 1.3129822362
## 155 8.311093030 1.597917e-01 -1.7998906290 0.491949671 1.1972536013
## 156 8.620182091 2.616851e-01 -1.8925171548 0.587375745 1.1425882567
## 157 -9.587964379 -2.064276e+00 -1.8852089697 -2.053372037 2.1901857102
## 158 -9.451462963 -2.020613e+00 -1.9333245232 -2.033192821 2.1474064745
## 159 -8.940456166 8.588425e-01 0.3145459478 0.167786861 0.0029717250
## 160 -8.639299240 6.796479e-01 0.1409145325 -0.191255594 0.0445596543
## 161 -8.587773325 7.133987e-01 0.1321752959 -0.203268270 0.0290983336
## 162 -8.283617668 1.206462e+00 0.1996803904 0.264087654 -0.1598465647
## 163 -8.163962199 1.171303e+00 0.1639173803 0.137688006 -0.1629305178
## 164 -8.118187976 1.192319e+00 0.1419006035 0.162447553 -0.1932845406
## 165 -7.970211965 1.447162e+00 0.2239181904 0.411721808 -0.3774395509
## 166 -7.761514480 1.585593e+00 0.2342278693 0.538866135 -0.4336584119
## 167 -7.729988334 1.578973e+00 0.2203027401 0.537040588 -0.4446084402
## 168 -7.685800540 1.581298e+00 0.2164686730 0.536388543 -0.4587601507
## 169 -7.338049560 1.283547e+00 0.0386955333 0.287534072 -0.5146581915
## 170 -7.060763360 1.280779e+00 0.1354331742 0.489041471 -0.6718866558
## 171 -6.969362558 1.226520e+00 0.1566252483 0.507362071 -0.6980494243
## 172 -6.472466477 1.193676e+00 0.0515617133 0.450955177 -0.8482964619
## 173 -6.356081755 1.225709e+00 -0.0109452977 0.473054450 -0.8503579754
## 174 -6.320119863 1.236191e+00 -0.0269495442 0.490407390 -0.8511463266
## 175 -6.065708291 1.508796e+00 -0.0171234181 0.576277935 -0.8976960700
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## 603 -6.109785321 -1.264187e-01 1.2046017592 1.444214520 0.5866245625
## 604 -6.048288045 -1.356435e-01 1.1769879076 1.442507916 0.5645012437
## 605 -5.879303390 9.305768e-04 1.1643046870 1.552730687 0.4764180369
## 606 -5.761765369 3.755080e-02 1.1366095305 1.526968662 0.4581386282
## 607 -5.668459342 -3.309072e-02 1.0924782971 1.533973116 0.4301064464
## 608 -5.662375944 -3.307893e-02 1.0918624183 1.534267503 0.4292188534
## 609 -5.630383487 -7.827694e-03 1.0924957576 1.545132165 0.4208683625
## 610 -5.305951961 1.026187e-01 1.1255710737 1.606663128 0.2310073239
## 611 -5.222174197 9.598972e-02 1.0882814096 1.612314362 0.2170786800
## 612 -5.216016670 9.610663e-02 1.0876464322 1.612267510 0.2162730080
## 613 -5.188119142 6.738737e-02 1.0819126597 1.606601790 0.2058383216
## 614 -4.966632578 -2.306846e-01 0.9458641539 1.542611684 0.1509417218
## 615 -4.914627827 -2.455948e-01 0.9145021298 1.539214018 0.1353913553
## 616 -4.862419123 -1.162422e-01 0.9833196637 1.630425173 0.0556006130
## 617 -4.689191220 5.431929e-02 1.0114865551 1.693193137 -0.0282062292
## 618 -4.574148457 1.774067e-01 1.0106268093 1.787822633 -0.0628833721
## 619 -4.543483839 1.649726e-01 1.0123651672 1.783223629 -0.0703986449
## 620 -4.284437421 -1.412416e-01 1.0482448459 1.909365168 -0.1172095564
## 621 -4.139805793 -1.305956e-01 1.0604386640 1.952200403 -0.1307785744
## 622 -4.011423929 -9.401699e-02 1.0626092915 1.987735925 -0.1820586314
## 623 -3.194036060 2.478586e-01 0.9562689661 1.705854014 0.0229244105
## 624 -3.156293267 2.526012e-01 0.9486952451 1.708591889 0.0161138509
## 625 -2.982584062 3.091430e-01 0.9046998614 1.797509109 -0.0182533401
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## 628 -2.749788445 4.190969e-01 0.8785873412 1.862910440 -0.0883132056
## 629 -2.208777136 5.227004e-01 0.4809410875 2.241489519 0.0258483694
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## 633 -1.246369745 5.519666e-01 0.2075324037 2.464046272 -0.0609238997
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## 635 -0.607667717 1.219711e-01 0.1343416984 2.520312196 -0.1727284439
## 636 -0.526007102 6.168410e-02 0.1803544501 2.546342507 -0.1892408729
## 637 -0.436970333 -1.622101e-02 0.1492827625 2.489321742 -0.2018709880
## 638 -0.369115308 -9.465302e-02 0.1802804731 2.505360269 -0.2163660986
## 639 0.044563746 -5.090914e-01 0.2264380448 2.597109464 -0.3532772895
## 640 0.131082682 -4.994641e-01 0.2126808816 2.608708872 -0.3641688418
## 641 0.180265639 -4.538802e-01 0.1973411764 2.622716238 -0.3655356508
## 642 0.412001033 -3.778920e-01 0.0972315433 2.619363346 -0.3726583968
## 643 0.428126126 -3.864481e-01 0.0912587178 2.617900936 -0.3735118553
## 644 1.022795869 -2.313829e-01 -0.1628698639 2.838342868 -0.4074750812
## 645 1.285417883 -2.731021e-01 -0.1421838234 2.729429222 -0.6641839087
## 646 1.324732726 -2.642945e-01 -0.1676456755 2.737410599 -0.6747296313
## 647 1.612141123 -2.180616e-01 -0.2382723066 2.784280116 -0.7587625521
## 648 1.790131974 -4.201077e-02 -0.1795386595 2.776475080 -0.8612479345
## 649 1.796794633 -4.167467e-02 -0.1777956217 2.774943118 -0.8600051012
## 650 2.010114050 7.431970e-02 -0.1662632103 2.775267147 -0.8603734948
## 651 2.360677753 6.460998e-01 -0.5885637345 1.765390786 -1.3006217771
## 652 2.478802419 6.887445e-01 -0.7265000594 1.910451301 -1.2135606866
## 653 3.016532962 8.543040e-01 -0.8472949472 1.696482658 -1.3887354429
## 654 3.086544090 8.242583e-01 -0.8801380760 1.690611150 -1.4160297038
## 655 3.349315335 6.206139e-01 -0.9758781069 1.716983755 -1.4754170748
## 656 3.785031579 3.155147e-01 -1.0466002164 1.909439215 -1.5327387453
## 657 3.813094924 3.099037e-01 -1.0703349872 1.916411416 -1.5358405500
## 658 4.087092058 8.325958e-02 -1.1020047770 1.967274982 -1.6285450085
## 659 4.107253067 8.704160e-02 -1.1060580728 1.971168726 -1.6316372450
## 660 4.342632898 -9.197826e-02 -1.0496458346 2.017950446 -1.7491669062
## 661 4.353731721 -8.780931e-02 -1.0507735337 2.020095344 -1.7507725380
## 662 4.550083306 -1.283499e-01 -1.0510467465 2.047188748 -1.8034687124
## 663 4.699629546 -1.824970e-01 -1.0847983572 2.076276293 -1.7908521437
## 664 4.847990945 -1.795272e-01 -1.1315784055 2.115097556 -1.8104023166
## 665 5.020688993 -1.785759e-01 -1.2049850235 2.057497445 -1.7705405495
## 666 5.134528546 -1.894280e-01 -1.2499456752 2.088077019 -1.8078301627
## 667 5.159018972 -2.112739e-01 -1.2576455082 2.087757154 -1.8140892050
## 668 5.590627380 -4.762012e-01 -1.1878320950 2.091900249 -2.1898209572
## 669 6.254129394 -4.277576e-01 -0.2933403124 1.479233269 -1.7877476059
## 670 6.547148290 -5.950520e-01 -0.1143177221 1.468724830 -1.8215216567
## 671 7.011236594 -6.060935e-01 -0.3166672371 1.573563883 -1.9770225059
## 672 7.206934903 -5.700634e-01 -0.3402574123 1.402834957 -1.9960074533
## 673 7.392770736 -6.332657e-01 -0.4017281640 1.418723295 -2.0198977963
## 674 7.467582145 -5.602855e-01 -0.4285836329 1.322061532 -1.9957065985
## 675 7.794448869 -7.418185e-01 -0.4237409469 1.223055990 -2.0773582733
## 676 7.901688054 -7.878256e-01 -0.4159473882 1.274301538 -2.1114865026
## 677 8.322289887 -5.257894e-01 -0.4500471628 1.013589186 -2.0516965853
## 678 8.497572170 -4.260228e-01 -0.5709813382 0.912437862 -1.9550836907
## 679 8.716051833 -2.689333e-01 -0.5381740679 0.594341776 -1.8920387256
## 680 9.143846866 1.095285e-01 -0.4312215044 -0.352242839 -1.5451647784
## 681 -9.727578865 -2.347479e+00 -2.3490859874 -1.956952547 2.4611265863
## 682 -9.297642175 -1.260835e+00 -0.6174483070 -1.402550695 0.8538202573
## 683 -9.169438826 -8.708064e-01 -0.6211820873 -0.956037027 0.7742430093
## 684 -9.085825496 -1.088827e+00 -0.7595372532 -1.155911797 0.8462809456
## 685 -8.946597847 -1.113018e+00 -0.7966295161 -1.120391781 0.8268707490
## 686 -8.895480776 -1.128463e+00 -0.8189695371 -1.122613646 0.8148610671
## 687 -8.357951524 -1.243788e+00 -1.1231634903 -0.869564530 0.7792479352
## 688 -8.070274950 -1.059935e+00 -1.2031321166 -0.804272054 0.7718501609
## 689 -7.892286384 -1.156496e+00 -1.3117819492 -0.908017214 0.7790067495
## 690 -7.815827036 -1.190288e+00 -1.3539798040 -0.916704085 0.7501938427
## 691 -7.409785409 -1.556051e+00 -1.2455402885 -0.743310973 0.6303879542
## 692 -7.378074820 -1.448397e+00 -1.1724046938 -0.645867563 0.5576689015
## 693 -7.162101399 -1.609081e+00 -1.3165421783 -0.612605962 0.5894304025
## 694 -7.072295495 -1.648263e+00 -1.3534338592 -0.589027385 0.5744934305
## 695 -6.718916880 -2.169858e+00 -1.1424478228 -0.588118082 0.4957135049
## 696 -6.451222026 -2.074137e+00 -0.9918178702 -0.344868684 0.3632840348
## 697 -6.393398930 -2.127486e+00 -0.9852680368 -0.396237935 0.3405661254
## 698 -6.368584687 -2.148611e+00 -0.9915395374 -0.399397984 0.3357045281
## 699 -6.051526938 -2.458963e+00 -0.9836581820 -0.288773050 0.2347985792
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## 701 -5.913698401 -2.417025e+00 -0.9250720359 -0.151720855 0.1541918605
## 702 -5.701471781 -2.777296e+00 -1.0094187823 -0.234954798 0.1286782814
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## 705 -4.008254192 -3.189641e+00 -2.0211737390 0.629452267 0.2815810190
## 706 -4.003618946 -3.190440e+00 -2.0276869093 0.634312527 0.2753673604
## 707 -3.839485651 -3.153599e+00 -2.0905963816 0.654193646 0.2215977603
## 708 -3.607742332 -2.977808e+00 -2.0306081093 0.654358027 0.1537935213
## 709 -3.472972712 -2.967109e+00 -2.0596129980 0.680399852 0.1619455336
## 710 -3.378870655 -2.917193e+00 -2.0394910622 0.749529624 0.0918272705
## 711 -3.201025191 -2.839194e+00 -2.1987555459 0.905591762 0.1593810224
## 712 -3.173053534 -2.867808e+00 -2.2045084169 0.899584803 0.1490282570
## 713 -2.786351945 -2.803880e+00 -2.3501843948 1.096433338 0.0620292885
## 714 -2.522774822 -2.704239e+00 -2.5310376626 1.227968591 0.1370992218
## 715 -2.369741887 -2.667998e+00 -2.5612111642 1.213621557 0.1295502899
## 716 -2.314109645 -2.751694e+00 -2.6204472517 1.148545371 0.1509879928
## 717 -2.128714115 -2.756749e+00 -2.6979606058 1.161457981 0.1379970501
## 718 -2.088944547 -2.729883e+00 -2.6987203307 1.168792458 0.1262890430
## 719 -1.292353782 -2.974965e+00 -0.7074258917 1.962326677 1.2060522007
## 720 -1.062528194 -2.771790e+00 -0.7610556479 2.093658896 1.1674674031
## 721 -1.042367185 -2.768008e+00 -0.7651089438 2.097552641 1.1643751666
## 722 -0.739851776 -2.141746e+00 -1.2312809598 1.365044655 0.6403523126
## 723 -0.613798981 -2.087045e+00 -1.0425355840 0.898359798 0.7450327049
## 724 -0.323190397 -1.999098e+00 -1.1005570969 0.791860285 0.6993986817
## 725 0.176128687 -1.959771e+00 -1.3556781960 1.035232096 0.7394478141
## 726 0.324723345 -2.055904e+00 -1.3525026953 0.954948479 0.7208837569
## 727 0.505082886 -2.058434e+00 -1.5143944059 1.096053047 0.7859765208
## 728 0.621153609 -2.174458e+00 -1.5905462789 0.992353968 0.8395200296
## 729 0.778866113 -2.155959e+00 -1.7810763531 1.184463721 0.9385113699
## 730 0.814377859 -2.175045e+00 -1.7849927027 1.179057690 0.9244061468
## 731 0.846885561 -2.174685e+00 -1.7952654800 1.181717666 0.9159880890
## 732 1.024243459 -2.213312e+00 -1.8660506385 1.149593096 0.8810670502
## 733 1.375556557 -1.806942e+00 -1.7770471445 0.827516314 0.7437292145
## 734 1.483909848 -1.798895e+00 -1.8045460973 0.845907070 0.7430275401
## 735 1.781712422 -1.580597e+00 -1.8422774110 0.838687070 0.7110545189
## 736 2.007078959 -1.300638e+00 -1.7999667031 0.809013499 0.6595031172
## 737 2.018520314 -1.305802e+00 -1.8021075617 0.811005061 0.6594594258
## 738 2.660034856 -1.754740e+00 0.3069671685 1.462117048 1.6716193286
## 739 2.792164770 -1.847782e+00 0.3091850914 1.473275985 1.6646263620
## 740 3.198801502 -1.823326e+00 -0.1050907802 1.804672453 1.7900413864
## 741 3.453505946 -1.691047e+00 -0.0938583287 1.984425084 1.6415241667
## 742 3.791369081 -1.623602e+00 -0.2024656170 2.112414785 1.6149675657
## 743 3.842792839 -1.659478e+00 -0.1872450975 2.111208381 1.6170998748
## 744 4.142325821 -1.695329e+00 -0.2147092690 2.223764768 1.4894210314
## 745 4.192154719 -1.645123e+00 -0.2091174777 2.233179498 1.4701910418
## 746 4.518656273 -1.366090e+00 -0.1939878792 2.384872222 1.3066395874
## 747 4.841823148 -1.230938e+00 -0.2686435464 2.417297711 1.2816774905
## 748 5.000480185 -1.224321e+00 -0.2985217693 2.473218587 1.2783070993
## 749 5.176703416 -1.230525e+00 -0.3472879272 2.471106678 1.1881065716
## 750 5.204358612 -1.224782e+00 -0.3186311795 2.489347959 1.2091776865
## 751 5.590216642 -1.241773e+00 0.0826576578 2.591630988 1.4114696439
## 752 6.060955745 -1.389592e+00 0.3858199563 2.805791163 1.4949102293
## 753 6.044772373 -1.312437e+00 0.3219679542 2.797366692 1.4812394036
## 754 6.292669898 -1.206014e+00 0.3347558842 2.835090513 1.3827454877
## 755 6.328069516 -1.222406e+00 0.3652474844 2.878659252 1.4089895642
## 756 6.521352179 -1.208848e+00 0.2789707989 2.820008662 1.4616692242
## 757 6.532596769 -1.174514e+00 0.2182285542 2.805117436 1.4031242996
## 758 6.728926216 -1.138466e+00 0.2476541601 2.889310247 1.3747637794
## 759 6.954584137 -9.046112e-01 0.2196618285 2.834530847 1.3465174996
## 760 7.052566698 -9.046246e-01 0.2936555011 2.855209612 1.3844384870
## 761 7.506633397 -5.709294e-01 0.4173197786 2.728271566 1.4281701258
## 762 7.561923813 -5.951842e-01 0.4059996408 2.728733390 1.4206318593
## 763 7.863109164 -7.384162e-01 0.4529627297 2.780530118 1.4547971784
## 764 7.954159922 -7.623433e-01 0.3723360389 2.737847310 1.3609185815
## 765 9.166873010 -6.122148e-01 -0.2114526554 3.694569330 2.0176435109
## 766 9.713806642 -5.067205e-01 0.1494576720 4.014577910 2.2958683527
## 767 10.203795626 -5.546059e-01 0.7645175354 4.412746641 2.7950233568
## 768 10.508025122 -5.686871e-01 1.2385454190 4.651818542 3.1411398132
## 769 -8.977797006 -2.553847e+00 0.1891344820 -1.718173507 2.2950182411
## 770 -8.760220080 -1.771698e+00 1.5413131139 -0.821472845 1.8437673045
## 771 -8.531628435 -1.305690e+00 1.7740633975 -0.350256840 1.5352884327
## 772 -8.502840819 -1.452561e+00 1.7094872333 -0.482509253 1.5835178472
## 773 -8.471407309 -1.446106e+00 1.6938624586 -0.467395191 1.5838403514
## 774 -8.376287577 -1.488491e+00 1.6584991859 -0.461396280 1.5844311047
## 775 -8.275801990 -1.576852e+00 1.6009582743 -0.443066084 1.5658798694
## 776 -7.999757537 -1.855633e+00 1.4534681684 -0.730012658 1.6016554759
## 777 -7.773830235 -1.732735e+00 1.3526723267 -0.560786497 1.5398803662
## 778 -7.757705142 -1.741291e+00 1.3466995013 -0.562248907 1.5390269077
## 779 -7.695913130 -1.911177e+00 1.2564008212 -0.710467316 1.5649893891
## 780 -7.599031779 -1.950172e+00 1.2514984801 -0.732164651 1.5567663434
## 781 -7.348273733 -1.937198e+00 1.2234495281 -0.648578862 1.4752517808
## 782 -7.224031392 -2.000134e+00 1.1424948151 -0.680210241 1.4457021081
## 783 -6.931253443 -1.807746e+00 1.0641856987 -0.413027515 1.4162087021
## 784 -6.788798837 -1.620759e+00 1.1277453659 -0.273911011 1.3204682483
## 785 -6.743367545 -1.517627e+00 1.2010118718 -0.186249338 1.2429152058
## 786 -6.732755765 -1.513588e+00 1.2000165211 -0.183716073 1.2409167574
## 787 -6.655495278 -1.524982e+00 1.1823633294 -0.175572552 1.2373153432
## 788 -6.046168939 -2.185905e+00 1.2353460835 -0.089558445 0.9747483277
## 789 -5.857750389 -2.050050e+00 1.3127088095 -0.004354223 0.9055153519
## 790 -5.703083266 -2.043722e+00 1.1821924309 0.118774020 0.9460190319
## 791 -5.649618338 -1.831057e+00 0.5346307223 -0.540004905 0.4566834162
## 792 -5.404119873 -1.717895e+00 1.2593050712 0.223570861 0.7878650257
## 793 -5.101766154 -1.472655e+00 1.3959004808 -0.196576675 0.6813632125
## 794 -5.017900434 -1.481166e+00 1.3745742667 -0.228915902 0.6560109660
## 795 -4.878444147 -1.668031e+00 1.3007796298 -0.367571698 0.6532640650
## 796 -4.866784074 -1.769209e+00 1.2759636117 -0.320484787 0.6373533582
## 797 -4.610085069 -1.808752e+00 1.1811024637 -0.323294875 0.5612561369
## 798 -4.518080614 -1.762701e+00 1.1706649814 -0.252165486 0.5193791363
## 799 -4.233786528 -1.824246e+00 1.0547714752 -0.204138648 0.4963819058
## 800 -4.222682282 -1.828518e+00 1.0514771231 -0.204722660 0.4955113801
## 801 -4.083160605 -2.020270e+00 1.0126954346 -0.240375876 0.4632773062
## 802 -3.749533727 -1.863877e+00 0.8886317510 -0.167421180 0.4095493109
## 803 -3.384834908 -1.566181e+00 0.8998103025 -0.357608529 0.3169400911
## 804 -3.255414779 -1.524940e+00 0.8619365765 -0.297643590 0.2705113612
## 805 -3.009117373 -1.389092e+00 0.8381357715 -0.354111233 0.2445673820
## 806 -2.954285303 -1.358788e+00 0.8390980790 -0.387524063 0.2392983048
## 807 -2.820716161 -1.515536e+00 0.7702565476 -0.473310902 0.2504770631
## 808 -2.783219362 -1.543209e+00 0.7694920990 -0.488373329 0.2555687505
## 809 -2.414901126 -2.055036e+00 0.9927622785 -0.554748725 0.2595485765
## 810 -2.346933933 -2.112448e+00 1.0223691363 -0.533548639 0.2461069127
## 811 -2.210951666 -2.179826e+00 0.9544436344 -0.580203422 0.2100681341
## 812 -2.204868268 -2.179814e+00 0.9538277555 -0.579909035 0.2091805411
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## 814 -0.979640895 -2.888253e+00 0.9855398500 -0.373899946 0.0646627651
## 815 -0.955317673 -2.909286e+00 0.9626318984 -0.378042514 0.0768441290
## 816 -0.686757328 -2.564950e+00 0.3221837886 -1.179280052 -0.4370123127
## 817 -0.638684077 -2.514162e+00 0.3273559807 -1.203205675 -0.4473238565
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## 819 -0.095408832 -2.536936e+00 0.2120000799 -1.553068546 -0.2586089011
## 820 0.490194060 -2.924676e+00 0.6140322631 -1.796847215 -0.7120038921
## 821 0.428523425 -3.026012e+00 0.6117081780 -1.764288113 -0.7124561439
## 822 0.518295690 -3.071529e+00 0.5685197713 -1.782223541 -0.7091733127
## 823 0.789565694 -3.001737e+00 0.4941983294 -1.922187591 -0.7379764832
## 824 0.987140046 -2.971991e+00 0.4283387516 -1.965447562 -0.7767085277
## 825 1.077154596 -3.109788e+00 0.3908519438 -2.042570606 -0.7786961200
## 826 1.153434668 -3.180783e+00 0.3674656773 -2.055198837 -0.7965087379
## 827 1.393917322 -3.396908e+00 0.2923476014 -2.094308016 -0.8772086239
## 828 1.942024091 -3.938471e+00 0.7121673044 -1.839193560 -1.1278814526
## 829 2.319831357 -4.431382e+00 1.2421573061 -1.681472680 -1.1315566163
## 830 2.675343588 -4.854297e+00 1.3552144869 -1.558096655 -1.2268602462
## 831 2.764860630 -4.927547e+00 1.3745395154 -1.538608203 -1.2388217574
## 832 2.913550929 -4.968018e+00 1.3458830972 -1.539131609 -1.2776907613
## 833 2.919101396 -4.968265e+00 1.3428963652 -1.537224147 -1.2806575800
## 834 4.692652618 -5.228834e+00 0.8227977181 -2.250910243 2.1765546156
## 835 4.708998969 -5.238347e+00 0.8175066028 -2.249431809 2.1761019062
## 836 4.961742783 -5.237692e+00 0.7142224078 -2.333356755 2.2357180272
## 837 5.013849133 -5.278316e+00 0.6719617548 -2.324491468 2.2155086422
## 838 5.198580062 -5.450495e+00 0.5883919626 -2.431676054 2.2005736768
## 839 5.375527947 -5.491118e+00 0.5333435459 -2.426085516 2.1934949636
## 840 5.682329083 -5.633621e+00 0.2964733992 -2.367571908 2.1890059823
## 841 5.913087325 -5.661876e+00 0.2722256541 -2.286834303 2.2238118988
## 842 6.038288704 -5.697650e+00 0.3569829440 -2.304059656 1.9967487717
## 843 6.145361415 -5.720951e+00 0.3068850763 -2.303236068 1.9711872761
## 844 6.192923996 -5.758390e+00 0.2927173135 -2.309639345 1.9597748569
## 845 6.447249075 -5.742916e+00 0.2584844342 -2.320083143 1.9307035164
## 846 6.635058842 -5.796147e+00 0.2158146865 -2.356587525 1.8585394725
## 847 6.827390045 -5.973825e+00 0.1898002099 -2.296628678 1.8296181251
## 848 6.959348934 -6.072307e+00 0.1807153024 -2.288287404 1.7834102328
## 849 7.480616802 -6.649706e+00 0.4721011456 -2.133677186 1.6552861617
## 850 7.955296217 -7.077758e+00 2.3175999337 -1.415618382 2.8440999997
## 851 8.856352322 -7.807343e+00 5.2435180388 -0.543527275 4.9022862864
## 852 9.081869406 -7.931163e+00 5.7825487145 -0.318543686 5.1631303595
## 853 -9.626468519 -2.957932e+00 -2.2610024068 -2.845030580 2.3668875939
## 854 -9.408833128 -1.019273e+00 -0.6024288703 -1.218588432 0.7897642485
## 855 -9.233097667 1.168290e+00 0.7649596283 0.788659273 -0.4926096860
## 856 -9.024866424 1.461741e+00 0.8944233315 1.085001202 -0.8084497755
## 857 -8.976474310 1.439348e+00 0.8610177837 1.086958464 -0.8104982481
## 858 -8.717204981 1.538897e-01 0.2367074963 -0.161093555 -0.4239557413
## 859 -8.675023349 9.718576e-02 0.2641232981 -0.201363160 -0.5763916705
## 860 -8.539766697 7.195012e-02 0.1877042650 -0.164814691 -0.6016934780
## 861 -8.234910930 -4.366690e-01 0.1077378782 -0.343949966 -0.5974531887
## 862 -8.035377032 -7.143719e-01 0.0338138419 -0.513637352 -0.7357210992
## 863 -7.904364728 -7.542527e-01 -0.0438717973 -0.523143377 -0.7761310661
## 864 -7.633020549 -7.497211e-01 -0.2673329524 -0.296958219 -0.6873318890
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## 866 -7.064313325 -1.194902e+00 -0.1388795133 -0.242461006 -0.7632983545
## 867 -6.815757597 -1.617327e+00 -0.1505977171 -0.297258942 -0.8258416124
## 868 -6.639649459 -1.645804e+00 -0.0257081085 -0.245878973 -1.0525662492
## 869 -6.521641492 -1.789023e+00 0.0272443151 -0.247196666 -1.2251281830
## 870 -6.439076434 -1.735915e+00 0.0445709045 -0.206081253 -1.2780182622
## 871 -6.152883589 -1.867283e+00 -0.0572314225 -0.311398089 -1.5127355388
## 872 -6.034314184 -2.044379e+00 -0.1050954499 -0.499812806 -1.5999754221
## 873 -5.773897353 -1.719538e+00 -0.0884975865 -0.340493337 -1.7269997997
## 874 -5.657533517 -1.630672e+00 -0.0720067985 -0.406685117 -1.7528010234
## 875 -5.467906918 -1.536306e+00 -0.0865138145 -0.298052947 -1.8665141979
## 876 -5.170871089 -1.419264e+00 -0.3666085185 -0.032245052 -1.7267412739
## 877 -4.934304105 -1.301376e+00 -0.3194218911 0.067210695 -2.0083601646
## 878 -4.566365679 -1.336226e+00 -0.4593321621 0.115383341 -2.0673696194
## 879 -4.352825466 -1.125273e+00 -0.3570843037 0.159860178 -2.3054211186
## 880 -4.258258890 -1.036865e+00 -0.3826126965 0.188320933 -2.3175104738
## 881 -4.095634636 -8.651621e-01 -0.3222267171 0.136001708 -2.4954700325
## 882 -3.879089420 -7.658893e-01 -0.2646306210 -0.151622961 -2.5125962068
## 883 -3.613923868 -5.442047e-01 -0.1992247840 -0.079345917 -2.7686320907
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## 885 -3.439400486 -4.431338e-01 -0.2198602675 -0.047261154 -2.7890447864
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## 887 -2.926202126 -4.688306e-02 -0.1579128066 0.146563463 -3.0564487171
## 888 -2.772824613 -3.884478e-02 -0.1645016023 0.194387003 -3.2417120884
## 889 -2.541550524 1.873951e-01 -0.0873671154 0.081266005 -3.3084724864
## 890 -2.453206480 2.761679e-01 -0.0964246859 0.058531398 -3.3169558701
## 891 -1.977148488 6.398478e-01 -0.1304205573 -0.029517281 -3.4213585199
## 892 -1.872542826 6.946456e-01 -0.0757448045 -0.007353806 -3.6446134744
## 893 -1.619756980 8.198953e-01 -0.1197741181 0.042745168 -3.7591959807
## 894 -1.458889129 7.543424e-01 -0.1385989182 0.005183743 -3.9646269333
## 895 -1.245365383 8.904119e-01 -0.1960797361 -0.053675037 -3.9802960756
## 896 -1.164885177 7.927070e-01 -0.1999373186 -0.084954184 -4.1576680392
## 897 -0.921680413 8.492672e-01 -0.2577884083 0.002056421 -4.2382440559
## 898 -0.778966852 9.541056e-01 -0.3089534166 0.033998204 -4.2455901562
## 899 0.012917221 9.734644e-01 -0.8271296292 0.406756709 -4.1397355904
## 900 0.192359482 9.001935e-01 -0.8879746492 0.366702915 -4.2116633210
## 901 0.563112427 4.799811e-01 -0.8992001262 0.482701682 -4.3065361755
## 902 0.690302564 3.680159e-01 -0.8869908417 0.497522710 -4.3534050306
## 903 0.967755490 3.355595e-02 -0.8447621019 0.564420455 -4.5854718260
## 904 1.221693954 -3.417865e-02 -0.8087628016 0.671931842 -4.6501492018
## 905 1.317441496 -2.595134e-02 -0.8508877945 0.714567506 -4.6664587197
## 906 1.450330315 -2.738780e-02 -0.7963034900 0.609284736 -4.8524192205
## 907 1.535344878 5.069493e-02 -0.8111141838 0.626997461 -4.8651097919
## 908 1.858521854 4.313235e-01 -0.6902885436 0.408098278 -4.9362791721
## 909 2.280113063 8.999460e-01 -0.7193687883 0.311919473 -5.0112635502
## 910 2.412494820 8.074398e-01 -0.7649915497 0.286607243 -5.0396450060
## 911 2.866454507 9.497881e-01 -1.1424177576 0.652353614 -4.8697971369
## 912 3.175461347 9.832943e-01 -1.2637157036 0.653717032 -4.9918898072
## 913 3.339092690 9.669484e-01 -1.2721520335 0.720100526 -4.9359365987
## 914 3.435468349 9.459235e-01 -1.3009426947 0.733119759 -5.0722974429
## 915 3.639046671 7.697200e-01 -1.4392644654 0.673081986 -5.0816056926
## 916 4.223285114 3.218334e-01 -1.4918795509 0.956766057 -4.9997767828
## 917 4.347663548 2.419155e-01 -1.4761577572 1.008383590 -5.0277067616
## 918 4.491411238 3.122494e-01 -1.5082886483 1.044390008 -5.0863040736
## 919 4.783424948 4.415991e-01 -1.7030817662 1.273600496 -5.0292857113
## 920 5.065346435 6.751085e-01 -1.6653827358 1.226523875 -5.2765624702
## 921 5.276955447 8.139294e-01 -1.7063748594 1.254899099 -5.3149779886
## 922 5.659890774 9.562182e-01 -1.8008802287 1.203212591 -5.4018085285
## 923 5.728666819 9.115662e-01 -1.7940313851 1.163707358 -5.5637702222
## 924 5.941648923 9.608318e-01 -1.8438012833 1.149096858 -5.5945310291
## 925 6.287134263 7.767949e-01 -1.8656367685 1.161970413 -5.7554876346
## 926 6.827171588 5.574609e-01 -1.9695659450 1.278040729 -5.8884810568
## 927 6.987880104 4.354066e-01 -1.9584379821 1.252912730 -6.1030867442
## 928 7.211288757 2.535187e-01 -1.8016202718 1.262846588 -6.3663292912
## 929 7.559868473 -2.008600e-01 -1.8811162433 1.271805406 -6.5192722480
## 930 7.948559794 -6.163928e-01 -1.9243719941 1.221988748 -6.6626186677
## 931 8.189876854 -7.131975e-01 -1.9026684712 1.208101497 -6.6335466294
## 932 8.415783496 -8.837655e-01 -1.9018863641 1.221957424 -6.8363441547
## 933 8.550202280 -1.017934e+00 -1.8634291543 1.263248295 -6.8693064313
## 934 9.015131600 -6.762048e-01 -1.9431929887 1.078470131 -6.8803455768
## 935 9.038406493 -6.670803e-01 -1.9446580576 1.081131459 -6.8857862231
## 936 9.243453170 -6.017362e-01 -1.9972549718 1.185840212 -6.9494793839
## 937 9.468331267 -6.777346e-01 -2.0766975925 1.195674873 -6.9301714669
## 938 9.504115676 -7.149008e-01 -2.0441968948 1.163473319 -7.0798278865
## 939 9.560230771 -7.283460e-01 -2.0562073147 1.154449553 -7.0916000509
## 940 10.085146045 -6.283539e-01 -1.4665379877 0.317912892 -6.5795419176
## 941 10.343872477 -2.777394e-01 -1.3244199073 -0.042564701 -6.5513968236
## 942 10.425051006 -2.796172e-01 -1.1651443413 -0.198331484 -6.5732330832
## 943 10.788423578 -9.981968e-02 -1.1130178118 -1.346202379 -6.3823584221
## 944 11.166923563 7.778778e-02 -1.1547835519 -2.119423850 -6.1144913886
## 945 11.298695070 1.749474e-01 -1.0778271114 -2.397570268 -5.9967568412
## 946 11.893340247 -7.033068e-02 -0.9160431450 -2.340520592 -6.2115344398
## 947 -8.095383570 -1.714915e+00 -0.5374032923 -0.517127280 0.4458488152
## 948 -8.063777149 -1.717803e+00 -0.5404698543 -0.517582960 0.4353738566
## 949 -7.716468377 -1.778117e+00 -0.3326617192 -0.384768740 0.2178211260
## 950 -7.595086635 -2.077374e+00 -0.4043758238 -0.558063056 0.2934115839
## 951 -7.505152150 -2.126456e+00 -0.4241653615 -0.565551170 0.2732720056
## 952 -7.128015437 -2.187541e+00 -0.3368410445 -0.224938720 0.0746851016
## 953 -6.940980778 -2.217409e+00 -0.3202876556 -0.093254735 0.0042634408
## 954 -6.696956975 -2.006494e+00 -0.2695979462 0.135145602 -0.1767529255
## 955 -6.176762730 -1.473162e+00 -0.0624823789 0.101271295 -0.4418946698
## 956 -6.064663977 -1.660851e+00 -0.1694205679 -0.052382035 -0.3991872586
## 957 -5.652872703 -1.533482e+00 -0.4432745245 0.376109133 -0.3234287825
## 958 -5.593505124 -1.588723e+00 -0.4841290841 0.385615080 -0.3372925498
## 959 -5.030930028 -1.793230e+00 -0.5028568183 0.273524868 -0.4655721067
## 960 -4.899802633 -1.843225e+00 -0.5770102011 0.295234030 -0.4952171565
## 961 -4.628570157 -1.916871e+00 -0.5126981581 0.455064565 -0.6341951491
## 962 -4.503955122 -1.879328e+00 -0.5729097650 0.512821187 -0.6396496428
## 963 -4.470339561 -1.892001e+00 -0.5808707937 0.513125060 -0.6474659319
## 964 -4.320710655 -1.845394e+00 -0.6208068322 0.572861869 -0.7005807128
## 965 -3.953696765 -1.923536e+00 0.7467159280 1.092697559 -0.2975226990
## 966 -3.901791382 -1.967324e+00 0.7167009334 1.082227317 -0.3006026022
## 967 -3.792611584 -1.867761e+00 0.7574374006 1.127795925 -0.3717293849
## 968 -3.771448009 -1.848692e+00 0.7604945647 1.129292167 -0.3801218932
## 969 -3.488132472 -1.543202e+00 0.7510537344 1.106877376 -0.4171004524
## 970 -3.088148859 -1.410114e+00 0.4412405386 1.347698514 -0.2723981218
## 971 -2.760212797 -1.099456e+00 0.3970419059 1.378691160 -0.2950890955
## 972 -2.698843992 -1.050518e+00 0.4002785678 1.346968865 -0.3067045152
## 973 -2.486290290 -8.981735e-01 0.3927530657 1.478348693 -0.3942972005
## 974 -2.364797667 -8.832484e-01 0.3964175316 1.494057449 -0.3986666388
## 975 -2.194968896 -7.687076e-01 0.4116752356 1.468556260 -0.4326182823
## 976 -2.032660965 -7.903863e-01 0.3567740820 1.417098560 -0.4198153395
## 977 -1.686683412 -5.974733e-01 0.3433292609 1.446864088 -0.5112408161
## 978 -1.580524057 -6.360755e-01 0.4209472900 1.429451790 -0.7337503238
## 979 -1.199238707 -1.630318e-01 0.5826923977 1.052383129 -0.9051636558
## 980 -0.996204063 -3.993277e-02 0.5641588085 1.014700030 -0.9425954194
## 981 -0.890836625 5.770890e-02 0.5630004025 0.964340221 -0.9440469276
## 982 -0.620984220 -2.138079e-02 0.1063404138 0.405315606 -1.3761980760
## 983 -0.263204988 8.704887e-02 -0.2704793847 0.778326273 -1.2038564109
## 984 -0.149733326 2.622565e-01 -0.1958428176 0.859336913 -1.2668317973
## 985 0.111537564 -1.027083e-01 -0.2374824436 0.815527161 -1.2963460088
## 986 0.309672071 -2.025950e-01 -0.2702651041 0.846380365 -1.3363789428
## 987 0.498165614 -1.840191e-01 -0.4761874461 1.058166583 -1.2125823667
## 988 1.053916388 -3.894069e-01 -0.6452696531 1.129979527 -1.2672262418
## 989 1.102537599 -3.881954e-01 -0.6277698640 1.130776073 -1.2954187534
## 990 1.128942908 -3.785880e-01 -0.6310988867 1.136843739 -1.2974234975
## 991 1.247726565 -3.125770e-01 -0.6096971506 1.200416758 -1.3715238736
## 992 1.344597308 -2.539578e-01 -0.6191537333 1.218819641 -1.4079063766
## 993 1.806700226 3.785440e-01 -0.5171655825 1.074768061 -1.5101972956
## 994 1.951760390 4.418521e-01 -0.5368455470 0.952032277 -1.5003161211
## 995 2.054397676 3.159735e-01 -0.6035415651 0.907631507 -1.5113970683
## 996 2.377197332 3.417840e-01 -0.6072342994 1.111672797 -1.6137398019
## 997 2.448629119 2.718732e-01 -0.5668659673 1.134751608 -1.6203576607
## 998 2.831532853 5.266844e-01 -0.5759939884 1.204449625 -1.7305721396
## 999 3.132468293 7.414682e-01 -0.5387053693 1.069688464 -1.7489295399
## 1000 3.321978505 9.563339e-01 -0.5833439464 1.052945058 -1.7468927360
## 1001 3.344079494 9.736040e-01 -0.5852411641 1.060144478 -1.7558849237
## 1002 3.858712077 1.598272e+00 -0.4319847381 0.735378523 -1.8229319882
## 1003 4.432593620 1.211490e+00 0.9745410320 1.262216107 -1.1484390784
## 1004 4.601381029 1.093911e+00 1.5826914450 1.484763709 -0.8993937646
## 1005 4.646611654 1.093570e+00 1.5880388701 1.484379200 -0.9130426744
## 1006 4.863255136 8.720884e-01 1.6503750398 1.510933485 -0.9959001506
## 1007 4.999559016 8.093442e-01 1.6420787310 1.547109938 -1.0228690782
## 1008 5.167570024 7.082723e-01 1.5143220504 1.492625132 -1.0413867582
## 1009 5.331759839 6.896804e-01 1.5097274234 1.565196708 -0.9830136311
## 1010 5.681986211 6.798118e-01 1.4541482436 1.650629998 -0.8926261937
## 1011 5.695134009 6.723618e-01 1.4582985653 1.658156665 -0.8876328703
## 1012 5.678347171 8.448842e-01 0.8426344856 0.942597794 -1.2762787950
## 1013 5.870161554 9.547626e-01 0.8751030484 0.859028032 -1.3048306304
## 1014 6.173567587 1.166002e+00 1.0684082940 0.380601695 -1.2330144929
## 1015 6.294002064 1.171561e+00 1.0256336018 0.359446285 -1.2191472376
## 1016 6.548217681 8.325314e-01 1.1330065754 0.469374268 -1.2611402708
## 1017 6.698129536 7.488898e-01 1.0876258722 0.508187071 -1.2567320835
## 1018 6.756749346 7.095434e-01 1.0527031685 0.525901454 -1.2719586439
## 1019 7.722714703 5.020112e-01 1.2068941602 0.416292861 -1.5660476737
## 1020 8.004040371 4.027186e-01 1.1864843614 0.449904893 -1.6157847963
## 1021 8.248594952 2.214799e-01 1.4548473925 0.467293582 -1.8402535922
## 1022 8.327186884 1.741133e-01 1.4672835244 0.497731585 -1.8651553009
## 1023 8.732807826 8.054781e-02 1.6762412736 0.563877082 -2.1789459956
## 1024 9.049057585 3.963123e-03 1.5329900682 0.447782704 -2.1777526426
## 1025 9.079086434 -1.287398e-03 1.5227972730 0.451704868 -2.1815905732
## 1026 9.223132223 -3.843300e-02 1.4969578851 0.422302293 -2.2289346398
## 1027 9.416004053 1.489443e-02 1.4458963419 0.506316574 -2.2975982460
## 1028 9.535480783 9.862014e-02 1.4475885764 0.518375378 -2.3270214017
## 1029 9.763760984 6.916041e-02 1.4376116099 0.584474706 -2.2979587277
## 1030 9.801019409 7.859533e-02 1.4326471806 0.591166683 -2.2989276648
## 1031 9.988356018 -8.401368e-02 1.5078951191 0.579192884 -2.3657909773
## 1032 10.027568792 -7.702573e-02 1.5034116711 0.585953995 -2.3622843688
## 1033 10.265939344 -3.392357e-01 1.7490729900 0.688175958 -2.3659782910
## 1034 10.315048111 -3.801626e-01 1.7431953893 0.679100584 -2.3765722246
## 1035 10.400581385 -4.420023e-01 1.7120493753 0.671252985 -2.4037951434
## 1036 10.825134791 -9.331647e-01 1.8281695907 0.616964033 -2.3942711490
## 1037 11.090121464 -1.103978e+00 1.9243029711 0.665305399 -2.4350320545
## 1038 -9.763834303 6.491515e-02 -1.4234572035 0.604257504 1.6838164975
## 1039 -9.668673285 8.313914e-02 -1.4601013226 0.630994312 1.6562463636
## 1040 -9.100580987 -1.344894e+00 -1.2448360100 -1.189925883 1.2691093748
## 1041 -8.774783181 -1.558687e+00 -1.5505313281 -1.482738155 1.4317213316
## 1042 -8.512218276 -1.495525e+00 -1.3152133951 -1.587500691 0.7424101059
## 1043 -8.468882343 -1.544192e+00 -1.2897083534 -1.628293140 0.5971981701
## 1044 -8.347164298 -1.845938e+00 -1.3974975970 -1.894925264 0.5177610990
## 1045 -8.120394817 -1.880991e+00 -1.3921599826 -1.862138291 0.2503533267
## 1046 -7.933987162 -1.312453e+00 -1.0137719808 -1.328280632 -0.1662230822
## 1047 -7.862889686 -1.357125e+00 -0.9261470988 -1.327303706 -0.3600146205
## 1048 -7.681831623 -1.455924e+00 -0.9350429475 -1.336053894 -0.6278412074
## 1049 -7.610082738 -1.459090e+00 -0.9079836934 -1.359980983 -0.8002661998
## 1050 -7.314507611 -1.000462e+00 -0.8039640131 -0.820327061 -1.0135799243
## 1051 -7.273687622 -1.042796e+00 -0.7858982709 -0.858189633 -1.1767326480
## 1052 -7.064596569 -1.336423e+00 -0.8657390247 -1.081646145 -1.3438194180
## 1053 -7.013307272 -1.359023e+00 -0.9038382438 -1.075246317 -1.3549101943
## 1054 -6.860254188 -1.622913e+00 -0.9782419844 -1.181729892 -1.3676919587
## 1055 -6.603585011 -1.764260e+00 -0.7500415744 -1.028430159 -1.7193134706
## 1056 -6.320236410 -1.839122e+00 -0.9043557262 -0.837489182 -1.7408817978
## 1057 -6.142272223 -1.692164e+00 -0.8435542353 -0.666180956 -2.0079825782
## 1058 -5.850306187 -1.453107e+00 -0.7145464786 -0.882320970 -2.0712032116
## 1059 -5.750736839 -1.350296e+00 -0.7050873252 -0.937448815 -2.0760485025
## 1060 -5.650372288 -1.258304e+00 -0.7519874794 -0.790641671 -2.0844681011
## 1061 -5.458814278 -1.260263e+00 -0.7037566527 -0.760248449 -2.4873664033
## 1062 -5.297549403 -1.266635e+00 -0.7093246514 -0.757226664 -2.5915249598
## 1063 -5.250961934 -1.313598e+00 -0.6759152773 -0.794438615 -2.7423157800
## 1064 -5.138247437 -1.404190e+00 -0.7486357825 -0.858888058 -2.7497122780
## 1065 -4.933905865 -1.566687e+00 -0.7870222143 -0.870969951 -2.8380843099
## 1066 -4.746369423 -1.639141e+00 -0.7443907725 -0.816642523 -3.1096051451
## 1067 -4.716943968 -1.661360e+00 -0.7096199203 -0.845419242 -3.2824276864
## 1068 -4.587659089 -1.658402e+00 -0.6973127937 -0.823538414 -3.4880137188
## 1069 -4.215653845 -1.764867e+00 -0.6650177412 -0.905512972 -3.8999408438
## 1070 -4.129412010 -1.791190e+00 -0.6943735283 -0.873283733 -4.0189388974
## 1071 -3.531501137 -1.713253e+00 -0.6421839307 -1.073737049 -4.2344584746
## 1072 -3.399932961 -1.710148e+00 -0.6431684693 -1.054852222 -4.2556243110
## 1073 -3.352743126 -1.705489e+00 -0.6840878379 -1.029117418 -4.2618740882
## 1074 -3.214017597 -1.716177e+00 -0.6982333288 -1.044688850 -4.3021794317
## 1075 -3.043451292 -1.708507e+00 -0.6809693778 -0.988326710 -4.4570748137
## 1076 -2.881176930 -1.774162e+00 -0.7788286516 -1.031441679 -4.4778257050
## 1077 -2.840121197 -1.816047e+00 -0.7446019726 -1.069802901 -4.6300995548
## 1078 -2.690679270 -1.806226e+00 -0.6420822445 -1.065296774 -5.0263085392
## 1079 -2.417666818 -1.569809e+00 -0.6073050691 -1.103310326 -5.2201718867
## 1080 -2.125763511 -1.607560e+00 -0.8165328744 -1.030474266 -5.2406812563
## 1081 -2.055838888 -1.584273e+00 -0.8675953137 -0.968494704 -5.2152206308
## 1082 -1.510627562 -1.785948e+00 -0.8090949732 -0.980241305 -5.5692237072
## 1083 -1.410512340 -1.818329e+00 -0.8653731779 -0.930441625 -5.5898357242
## 1084 -0.566771040 -1.932744e+00 -1.1755875402 -0.676127105 -5.6031100429
## 1085 -0.332220533 -2.157946e+00 -1.2972331137 -0.680799092 -5.6308015194
## 1086 -0.127710808 -2.403275e+00 -1.3139732345 -0.725547410 -5.6948734072
## 1087 0.187646941 -2.663474e+00 -1.2727592631 -0.546362018 -5.7690658970
## 1088 0.359683972 -2.814640e+00 -1.2508543687 -0.505315396 -5.8067356238
## 1089 0.585381542 -2.992026e+00 -1.3251622071 -0.689886950 -6.0438694967
## 1090 0.660935913 -3.018930e+00 -1.2293556823 -0.694710646 -6.2479595530
## 1091 1.184608768 -3.345609e+00 -0.9312293946 -0.729024052 -7.0361576433
## 1092 1.237441940 -3.331995e+00 -0.9956980330 -0.657506126 -6.9950400909
## 1093 1.362640995 -3.396514e+00 -0.9475294473 -0.601829322 -6.9720425044
## 1094 1.546663424 -3.515414e+00 -1.0127356481 -0.625840420 -7.0226951513
## 1095 2.076741137 -4.111978e+00 -0.8615810792 -0.444472304 -7.1915785562
## 1096 2.577566790 -4.548493e+00 0.7041520084 0.049493911 -6.3428207094
## 1097 2.965435043 -4.979110e+00 1.4890840236 0.378362610 -6.1691022844
## 1098 3.108952828 -5.029321e+00 1.3600789707 0.437116080 -6.1344998457
## 1099 3.183390855 -5.084701e+00 1.3375786768 0.429723731 -6.1444584379
## 1100 3.347249843 -5.294483e+00 1.3149155690 0.279149230 -6.3720041655
## 1101 3.975162888 -5.564546e+00 2.4980999226 0.527819003 -5.4541530648
## 1102 4.067138691 -5.550080e+00 2.5616000950 0.606290831 -5.4872197606
## 1103 4.180857104 -5.504149e+00 2.5021028749 0.636605029 -5.4887474640
## 1104 4.443172617 -5.391835e+00 2.4418756759 0.677667442 -5.5037612462
## 1105 4.860961911 -5.563425e+00 2.3275139253 0.655063572 -5.6828439250
## 1106 4.973181014 -5.541633e+00 2.2782961428 0.704292241 -5.6952499080
## 1107 5.397026974 -5.944555e+00 2.5631748366 0.857618036 -5.8480009069
## 1108 5.671115271 -5.965080e+00 2.5954685335 0.777798220 -5.8526594106
## 1109 5.996769753 -6.018099e+00 2.5361835125 0.825569521 -5.8671086061
## 1110 6.033512182 -6.035528e+00 2.5122625984 0.828328905 -5.8739664674
## 1111 6.340506047 -6.058765e+00 2.4801045108 0.851010077 -6.0314186141
## 1112 6.678313992 -6.312850e+00 3.3194189891 1.165788190 -5.4705427166
## 1113 6.948272485 -6.464136e+00 3.1690268971 1.132969270 -5.4856579816
## 1114 7.356072173 -6.846460e+00 3.2435404108 1.203616150 -5.5417174221
## 1115 7.586311956 -6.961560e+00 3.2907095026 1.463252562 -5.3446839063
## 1116 7.690759081 -6.962682e+00 3.2954647294 1.458190973 -5.3405088402
## 1117 7.707547410 -6.997627e+00 3.3327465627 1.418053080 -5.4883140234
## 1118 7.773585392 -7.055804e+00 3.3119925939 1.407181533 -5.5044334279
## 1119 7.916590210 -7.226803e+00 3.2134604954 1.279736805 -5.5017450757
## 1120 8.198723889 -7.292398e+00 3.2725361518 1.593251055 -5.3671622344
## 1121 8.406496742 -7.359555e+00 3.7042699268 1.559617178 -5.1999462809
## 1122 8.441398597 -7.378390e+00 3.7400338726 1.528434798 -5.3521948855
## 1123 8.721659761 -7.266541e+00 3.7263983344 1.581884930 -5.4271267934
## 1124 9.076024547 -7.615050e+00 4.0765247765 1.797343632 -5.6037432191
## 1125 -9.501915886 3.074541e+00 1.2158353181 2.876820095 -0.5915457345
## 1126 -9.339609614 1.381311e+00 0.6142912572 1.016629619 -0.0854015396
## 1127 -9.093050681 6.799296e-01 0.2958562819 0.340940172 0.0616003538
## 1128 -9.079406758 6.894380e-01 0.2971513713 0.341916593 0.0570189417
## 1129 -8.942571673 7.396095e-01 0.2756714490 0.361646197 0.0047050193
## 1130 -8.550506421 4.381032e-01 0.1799545662 0.257608712 -0.0304939967
## 1131 -8.536428810 4.418734e-01 0.1765171492 0.261208069 -0.0326986402
## 1132 -8.432129823 4.649841e-01 0.1504340128 0.265279099 -0.0691129299
## 1133 -8.383680556 5.120949e-01 0.1416357561 0.287702405 -0.0974643040
## 1134 -8.321972413 5.351386e-01 0.1276497889 0.297672176 -0.1177210667
## 1135 -7.826829071 3.343967e-01 -0.1030100172 0.087848112 -0.2711743404
## 1136 -7.772722174 4.630308e-01 -0.0528786209 0.216813205 -0.3464581258
## 1137 -7.338104711 7.639410e-01 0.0034478416 0.036034430 -0.5140393451
## 1138 -7.332021313 7.639528e-01 0.0028319628 0.036328817 -0.5149269380
## 1139 -7.291817604 8.004438e-01 0.0041325074 0.042515086 -0.5267388560
## 1140 -6.874240923 1.408379e+00 0.1749579756 -0.050631891 -0.6876789122
## 1141 -6.554199479 1.566787e+00 0.1490896652 -0.417915742 -0.6670529901
## 1142 -6.262470049 1.890223e+00 0.2678537727 -0.437120280 -0.7894781762
## 1143 -5.229229077 2.208019e+00 -0.6133237643 -0.186550022 0.3965843172
## 1144 -5.013483626 2.437767e+00 -0.5893581668 -0.253454142 0.3705632586
## 1145 -4.670604341 2.798767e+00 -0.6227756992 -0.122501592 0.3189170262
## 1146 -4.656034264 2.794226e+00 -0.6285121176 -0.122019511 0.3178403052
## 1147 -4.483095033 2.685870e+00 -0.7390286114 -0.161667542 0.3033210954
## 1148 -4.392402930 2.723182e+00 -0.7751150607 -0.166459765 0.3130562595
## 1149 -4.087253807 2.815076e+00 -0.1814868931 -0.496386184 0.8235260449
## 1150 -3.621826776 3.103908e+00 0.0778878907 -1.014038919 0.8672162143
## 1151 -3.492611312 3.094250e+00 0.0018023556 -1.071412131 0.8537888976
## 1152 -3.389142098 3.146107e+00 -0.0372968263 -0.989929453 0.8881155065
## 1153 -3.171836937 2.960825e+00 -0.1234609740 -0.912226196 0.7982230072
## 1154 -2.768111072 2.704890e+00 -0.3183736017 -0.967145729 0.7302750011
## 1155 -2.722306159 2.720923e+00 -0.3810547303 -0.902814469 0.7735062316
## 1156 -2.586426126 2.842944e+00 -0.3525917060 -0.775586378 0.6753299413
## 1157 -2.351028310 3.072999e+00 -0.4177858948 -0.423744738 0.6110313262
## 1158 -2.318528272 3.048411e+00 -0.4239182377 -0.427512819 0.5995677054
## 1159 -1.685938123 2.932765e+00 -0.1432264456 -0.242941706 0.4964127064
## 1160 -1.637734890 2.963750e+00 -0.1354579777 -0.276430813 0.4863513077
## 1161 -1.231766316 2.911130e+00 -0.1926164852 -0.355973924 0.4441197912
## 1162 -1.151853119 3.007968e+00 -0.1358812335 -0.310809827 0.3742370934
## 1163 -1.109564310 3.048646e+00 -0.1321259637 -0.301996023 0.3587595614
## 1164 -1.003004493 3.210692e+00 -0.0901644542 -0.248829694 0.3037741990
## 1165 -0.762281978 3.160365e+00 -0.2291100645 -0.435978841 0.3279745955
## 1166 -0.407249230 3.144301e+00 -0.4121295420 -0.476890131 0.3584973036
## 1167 -0.268170849 3.332709e+00 -0.4067698678 -0.443373921 0.2608147971
## 1168 -0.200545848 3.380363e+00 -0.4495785230 -0.414324116 0.2859469413
## 1169 0.068195965 3.615331e+00 -0.4132541535 -0.467322534 0.1768707434
## 1170 0.740948521 3.529595e+00 -0.6218562593 -0.491369616 0.1690374961
## 1171 0.829642362 3.505256e+00 -0.6392301137 -0.468548091 0.1439380439
## 1172 0.958693068 3.483989e+00 -0.6783505039 -0.507937909 0.1179059398
## 1173 1.316997496 3.351182e+00 -0.8767102718 -0.554975760 0.1144427315
## 1174 1.500484281 3.436390e+00 -0.9427456506 -0.620938245 0.1203586288
## 1175 1.780062520 3.542151e+00 -1.0989408500 -0.548883439 0.1748140116
## 1176 1.832803986 3.517496e+00 -1.1323843562 -0.535865456 0.1407945724
## 1177 1.891991308 3.615718e+00 -1.0770547974 -0.474368935 0.0777217517
## 1178 2.218257015 3.813801e+00 -1.1231794065 -0.437876478 -0.0272077282
## 1179 2.364974347 3.818018e+00 -1.2273135119 -0.405640735 0.0331353380
## 1180 2.567052895 3.680525e+00 -1.3448343407 -0.465829433 0.0323047933
## 1181 2.890714725 4.116550e+00 -1.3283502512 -0.531826412 -0.0468892818
## 1182 3.065578659 4.284986e+00 -1.3228715620 -0.623679388 -0.0680648385
## 1183 3.585544248 4.138811e+00 -1.5307001876 -0.841945721 -0.2063808729
## 1184 3.807334417 3.946078e+00 -1.5619647939 -0.814664843 -0.2379183990
## 1185 3.932531611 3.817632e+00 -1.5960834028 -0.782959515 -0.2697432729
## 1186 4.085348017 3.744795e+00 -1.6971784232 -0.727078597 -0.2750686089
## 1187 4.352594464 3.423057e+00 -1.6778306217 -0.755448077 -0.3625545930
## 1188 4.377153263 3.402330e+00 -1.6850327066 -0.759621961 -0.3681491714
## 1189 4.852625204 2.937851e+00 -1.7534484715 -0.770936143 -0.4746495228
## 1190 4.871786091 2.933598e+00 -1.7652516712 -0.763620556 -0.4946828246
## 1191 5.297654571 2.682867e+00 -1.5398285034 -0.618858352 -0.5225713205
## 1192 5.427778394 2.791388e+00 -1.5166859120 -0.652919978 -0.5451181980
## 1193 5.851524557 3.171528e+00 -1.3526994448 -0.809088287 -0.6992345103
## 1194 6.111598235 3.286710e+00 -1.4227922897 -0.864904581 -0.7573411174
## 1195 6.634199252 3.784627e+00 -0.5735624396 -2.877531018 0.2681460157
## 1196 7.018154910 4.062172e+00 -0.5903346101 -2.943234293 0.2106581113
## 1197 7.240197486 4.188933e+00 -0.4151700088 -3.470263089 0.3391469055
## 1198 7.447423830 4.112846e+00 -0.4784873494 -3.579351990 0.3164075654
## 1199 7.581775158 4.103113e+00 -0.5405476586 -3.565070160 0.2595351294
## 1200 7.709205147 4.079628e+00 -0.5778057258 -3.593503221 0.2486363194
## 1201 7.859245141 4.149413e+00 -0.6401140630 -3.800266825 0.2765215449
## 1202 8.072662483 4.324944e+00 -0.6214190896 -3.815255431 0.2642471132
## 1203 8.246662042 4.363754e+00 -0.7315823240 -3.772198663 0.2982649813
## 1204 8.407953159 4.401462e+00 -0.7875522012 -3.992253353 0.2991307058
## 1205 8.516413307 4.423367e+00 -0.5964279746 -4.164240955 0.5088274422
## 1206 8.763320884 4.486696e+00 -0.7124508910 -4.440546166 0.6088254028
## 1207 -9.639698821 2.503939e+00 0.3049696902 2.672222725 0.0212546796
## 1208 -9.566218698 2.451549e+00 0.2607527568 2.679178006 -0.0041444546
## 1209 -9.507121809 2.470747e+00 0.2422246550 2.666679216 0.0479896684
## 1210 -9.095327182 1.439867e-01 -0.1445461768 -0.175005391 0.1569200252
## 1211 -8.855647764 1.830908e-01 0.4118093577 -0.416010736 0.4804188581
## 1212 -8.675802750 4.808986e-01 -0.0261567168 -0.419599951 0.1119587533
## 1213 -8.411773062 9.835852e-02 -0.3344600192 -0.751765764 0.2795925849
## 1214 -8.325734651 1.431589e-01 -0.2466522676 -0.722996853 0.2147309466
## 1215 -7.986380104 -2.720986e-01 -0.1691637221 -0.558473593 0.0125521915
## 1216 -7.986380104 -2.720986e-01 -0.1691637221 -0.558473593 0.0125521915
## 1217 -7.719525301 -2.691166e-01 -0.1226384196 -0.603001838 -0.0598147107
## 1218 -7.590433113 -2.435108e-01 -0.1727710612 -0.685028204 -0.0499064635
## 1219 -7.584349715 -2.434990e-01 -0.1733869401 -0.684733817 -0.0507940564
## 1220 -7.231053730 2.651321e-02 -0.0794926765 -0.808796755 -0.2746871698
## 1221 -6.909381449 -3.378944e-01 -0.0753244008 -0.787741339 -0.3909538325
## 1222 -6.757367421 -5.523597e-01 -0.1377874762 -0.857527584 -0.4025713007
## 1223 -6.650910686 -6.491783e-01 -0.1232189755 -0.842506887 -0.4266614794
## 1224 -6.246449337 -7.671029e-01 -0.1264107323 -0.746189752 -0.5964345708
## 1225 -6.166091492 -6.571042e-01 -0.1272524327 -0.677721229 -0.6238198664
## 1226 -5.474269720 -4.906781e-01 -0.7666058807 -0.037790322 -0.3189475608
## 1227 -5.003479047 -4.988374e-01 -0.9685443129 -0.175180320 -0.3950648295
## 1228 -4.838791740 -4.811975e-01 -1.0082861909 -0.120455252 -0.4745785652
## 1229 -4.413100085 -3.515711e-01 -1.3035167106 0.235013717 -0.4215773767
## 1230 -4.395407878 -3.901526e-01 -1.3185808471 0.204506647 -0.4160451086
## 1231 -3.984514077 -6.001733e-01 -0.1266994824 0.672519865 0.1653202833
## 1232 -3.418564959 -8.612890e-01 0.7192341271 0.904122958 0.2299966716
## 1233 -3.229099526 -1.034718e+00 0.6868396947 0.866812002 0.1891970068
## 1234 -2.911393492 -8.870547e-01 0.8150794897 0.971701178 0.0689182821
## 1235 -2.857032150 -9.220987e-01 0.8551741677 0.995843001 0.0525605520
## 1236 -2.544006004 -9.085326e-01 0.7818074725 1.061945329 0.0674364727
## 1237 -2.536465915 -8.990041e-01 0.7836439940 1.062546257 0.0636840151
## 1238 -2.472129093 -8.973670e-01 0.7694343861 1.082883006 0.0512191035
## 1239 -2.380082449 -8.749341e-01 0.6805979855 1.158313284 0.1006951615
## 1240 -2.310740921 -8.281117e-01 0.6725564260 1.191157177 0.0633484225
## 1241 -2.050563580 -8.320553e-01 0.5554389670 1.232962597 0.0760401617
## 1242 -1.737231977 -6.157717e-01 0.5119706869 1.207730881 -0.0320812304
## 1243 -1.617453965 -7.235981e-01 0.4963757440 1.140111167 -0.0672464782
## 1244 -1.492851989 -5.257758e-01 0.5476880528 1.270879398 -0.1541162375
## 1245 -1.418375262 -4.492527e-01 0.5580551117 1.288001410 -0.1816068908
## 1246 -1.196243936 -4.772321e-01 0.5394486399 1.374814695 -0.3692062156
## 1247 -0.707623456 -1.568239e-01 0.5622960577 1.625945475 -0.5723114318
## 1248 -0.564151710 -3.753017e-02 0.4940513927 1.706020888 -0.5602606567
## 1249 -0.467637082 -2.483626e-02 0.4557472049 1.681993000 -0.5406464791
## 1250 -0.218862896 5.574464e-02 0.4517539157 1.771075694 -0.5414223814
## 1251 -0.204238464 6.330225e-02 0.4522529077 1.775482011 -0.5457646084
## 1252 0.714517648 5.557717e-02 0.0858545849 1.941561853 -0.4691049990
## 1253 0.784837670 9.772346e-02 0.0039058254 1.951554348 -0.5213637051
## 1254 1.228606830 1.635005e-01 0.0995249541 1.792595733 -0.2402378003
## 1255 1.385412538 5.908569e-02 0.0598410843 1.694339532 -0.2512601934
## 1256 1.585704520 2.960234e-01 0.0967751211 1.688416443 -0.3322714876
## 1257 1.592772630 2.943936e-01 0.0998911285 1.692936788 -0.3302681165
## 1258 1.717096492 3.590593e-01 0.0174727916 1.744512025 -0.2795102283
## 1259 2.091838503 4.096588e-01 -0.1261424495 1.784523703 -0.4383328325
## 1260 2.500301198 3.040257e-01 0.8052996991 1.992920486 -0.0114716833
## 1261 2.803241704 1.754636e-01 1.4803957147 2.252901485 0.0053754100
## 1262 2.872612616 1.199493e-01 1.5163462530 2.271508945 -0.0154831104
## 1263 2.994051715 2.630021e-01 1.5872278041 2.338384588 -0.1013613740
## 1264 3.012203584 2.765693e-01 1.5880689749 2.341518781 -0.1071122800
## 1265 3.480988117 4.981801e-01 1.5525430603 2.208752604 -0.2447759385
## 1266 3.739679088 6.086558e-01 1.3958138883 2.282824824 -0.1582545549
## 1267 3.895809301 6.054627e-01 1.3712794897 2.333117288 -0.1634132643
## 1268 4.177967010 3.858445e-01 1.5857066557 2.446639021 -0.1883569458
## 1269 4.345103105 2.748792e-01 1.6370264598 2.531759617 -0.2220718251
## 1270 5.016328939 -4.181915e-01 1.5095158942 2.623146723 0.3627435492
## 1271 5.042431262 -4.238643e-01 1.5548490874 2.584202650 0.3997233617
## 1272 5.351380820 -7.551295e-01 1.7828193876 2.665887486 0.3370148839
## 1273 5.460684281 -8.255487e-01 1.7888656897 2.681487224 0.3045421378
## 1274 5.766075105 -1.003304e+00 1.7388110449 2.645354083 0.4058859579
## 1275 5.772158503 -1.003292e+00 1.7381951660 2.645648470 0.4049983650
## 1276 5.966808227 -1.188262e+00 1.8277441471 2.782324339 0.3846415611
## 1277 6.411065829 -1.535167e+00 1.8184274679 2.864274346 0.3198153227
## 1278 6.439055438 -1.521399e+00 1.8881996143 2.812017133 0.3817296623
## 1279 6.572150063 -1.523171e+00 1.8168091474 2.919869130 0.4504581032
## 1280 6.933565782 -1.915581e+00 2.5865004217 3.162891240 1.1431134119
## 1281 6.965091928 -1.922201e+00 2.5725752925 3.161065692 1.1321633836
## 1282 7.306735576 -2.135370e+00 2.4475640768 3.146246227 1.0149207274
## 1283 7.388044721 -2.187695e+00 2.6359791440 3.354987192 1.1509027376
## 1284 7.625148416 -2.333911e+00 2.5934329222 3.312629104 1.0571119356
## 1285 7.919179861 -2.615399e+00 2.5061182740 3.261185632 1.0256281689
## 1286 8.193672115 -2.647310e+00 2.4997499746 3.607659305 1.2805675917
## 1287 8.368319745 -2.801999e+00 2.4506745652 3.549410888 1.3093068104
## 1288 8.550867074 -2.881378e+00 2.8477569668 3.573313272 1.6446344781
## 1289 8.647081045 -3.011211e+00 2.8077079360 3.495133031 1.6456100207
## 1290 -9.576906707 3.034268e+00 1.1684091205 2.940475747 -0.6594148457
## 1291 -9.480546302 3.043110e+00 1.1253015585 2.961452188 -0.6808120173
## 1292 -9.282395189 -3.922211e-01 -0.3605067477 -0.635166627 0.6250191384
## 1293 -9.164360795 -3.078071e-01 -0.4090015972 -0.586172116 0.6089177257
## 1294 -9.153749015 -3.037683e-01 -0.4099969479 -0.583638851 0.6069192773
## 1295 -8.908211008 -8.290119e-01 -0.5855853389 -1.066702921 0.6471636086
## 1296 -8.777393428 -8.104976e-01 -0.6562190465 -0.992425881 0.6580903042
## 1297 -8.763769941 -8.009574e-01 -0.6549984039 -0.991530566 0.6534502536
## 1298 -8.490643254 -8.232671e-01 -0.5572865726 -0.982019638 0.3068049835
## 1299 -8.040853327 -1.021377e+00 0.5569072981 -0.529296289 0.9146478592
## 1300 -8.054613156 -8.237013e-01 -0.3708957165 -0.708798707 0.0234391766
## 1301 -8.027404525 -8.020798e-01 -0.3708134895 -0.701186759 0.0154665599
## 1302 -7.898526197 -6.341730e-01 -0.2657566191 -0.571552536 -0.0707659669
## 1303 -7.893829540 -6.354650e-01 -0.2700399499 -0.565777292 -0.0756113749
## 1304 -7.608931746 -8.666764e-01 -0.4494488533 -0.759474078 -0.1140012701
## 1305 -7.269816827 -1.191336e+00 -0.5222295644 -0.755543889 -0.1688101943
## 1306 -7.206360380 -1.220867e+00 -0.4805347719 -0.732745629 -0.1886971196
## 1307 -6.964067952 -1.233114e+00 -0.3424478036 -0.568177247 -0.2295794682
## 1308 -6.670996215 -1.210740e+00 -0.4907834986 -0.304018171 -0.3107917879
## 1309 -6.657205116 -1.221087e+00 -0.5042724893 -0.297158673 -0.3190703820
## 1310 -6.417058804 -1.389326e+00 -0.5755666775 -0.476102924 -0.2865098539
## 1311 -6.280983430 -1.660843e+00 -0.6552582093 -0.615647121 -0.2425659418
## 1312 -6.171300374 -1.768190e+00 -0.6788935033 -0.578027106 -0.2754526630
## 1313 -6.044519351 -1.894774e+00 -0.6624769254 -0.625370341 -0.3125155963
## 1314 -5.787866194 -1.706588e+00 -0.7366627293 -0.611560127 -0.3124040882
## 1315 -5.653985096 -1.423148e+00 -0.6121666416 -0.483937999 -0.4456296406
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## 1318 -5.209878744 -1.736580e+00 -0.9988258382 -0.286442005 -0.1281612469
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## 1320 -5.088144328 -1.803960e+00 -1.0266949657 -0.307884457 -0.0960392587
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## 1324 -4.597994397 -2.232932e+00 -1.3013865242 -0.470088179 -0.1711697359
## 1325 -4.563881301 -2.279856e+00 -1.3642840844 -0.498739053 -0.1402842171
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## 1329 -4.036023647 -2.839425e+00 -1.5391381928 -0.552248969 -0.2166034939
## 1330 -3.922468252 -2.903491e+00 -1.5197772608 -0.476993135 -0.2506417842
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## 1333 -3.026707911 -2.939380e+00 -1.0353665957 -1.154816726 0.2515991853
## 1334 -2.943990695 -2.930876e+00 -1.0350099382 -1.205178627 0.2396490253
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## 1349 0.681636649 -4.240224e+00 -1.2104113943 -1.359273210 0.6463404512
## 1350 0.714567847 -4.273027e+00 -1.2190660788 -1.366401888 0.6358288375
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## 1352 0.800503178 -4.347448e+00 -1.2533304745 -1.366832877 0.6214905003
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## 1354 1.148494159 -4.580108e+00 -1.3874014916 -1.440075573 0.5435600374
## 1355 1.299848162 -4.795601e+00 -1.3918441796 -1.476860577 0.4982001163
## 1356 1.535474644 -4.996326e+00 -1.4178499734 -1.430790114 0.4604681066
## 1357 1.573407745 -5.024461e+00 -1.4269662724 -1.437772103 0.4493869627
## 1358 2.264501653 -5.629245e+00 -1.3135117409 -1.267716464 0.1084304899
## 1359 2.488032483 -5.667715e+00 -1.3982441419 -1.255910266 0.0653184445
## 1360 2.597579005 -5.685298e+00 -1.4188259179 -1.240891007 0.0475947544
## 1361 2.925806720 -5.817541e+00 -1.4311923883 -1.014101701 0.0963762615
## 1362 3.037804849 -5.858289e+00 -1.4435936411 -0.989008876 0.1147169669
## 1363 3.296985195 -5.877523e+00 -1.5218477321 -1.016910391 0.1778241504
## 1364 3.331309894 -5.909278e+00 -1.5268600675 -1.028668015 0.1711960974
## 1365 3.794730692 -6.275697e+00 -1.7156478942 -0.996897538 0.0478481509
## 1366 4.107342611 -6.362711e+00 -1.7389410749 -0.945945915 -0.0165240217
## 1367 4.119373465 -6.365669e+00 -1.7424741589 -0.950795412 -0.0163705357
## 1368 4.300787896 -6.445818e+00 -1.8635397638 -0.925978249 -0.0226361670
## 1369 4.340613593 -6.480308e+00 -1.8752759388 -0.942435189 -0.0310240515
## 1370 4.484612842 -6.528374e+00 -1.9275631736 -0.953093976 -0.0747343548
## 1371 4.946751878 -6.994698e+00 -1.8884944152 -1.030215034 -0.4584709760
## 1372 5.017076801 -6.994886e+00 -1.9478022913 -1.001881071 -0.4626369853
## 1373 5.457793609 -7.398017e+00 -1.8792280330 -1.027979515 -0.4798912470
## 1374 5.602355505 -7.496170e+00 -1.9311917303 -1.066657530 -0.5157014110
## 1375 5.707140652 -7.515626e+00 -2.0258817278 -1.013915013 -0.4816125709
## 1376 5.889742799 -7.714629e+00 -2.0795230096 -1.048909510 -0.5571586892
## 1377 5.897274350 -7.713806e+00 -2.0742415970 -1.053180996 -0.5527202166
## 1378 6.013158189 -7.694144e+00 -2.0837378338 -1.057739824 -0.5930597141
## 1379 6.157975384 -7.775979e+00 -2.1174557359 -1.091953689 -0.6411368918
## 1380 6.643493089 -8.304106e+00 -1.8532009137 -1.164139437 -0.8895883861
## 1381 6.757035421 -8.446541e+00 -1.7862765307 -1.133776914 -0.9206741405
## 1382 7.041014942 -8.780595e+00 -1.7762904546 -1.105307108 -1.0149755591
## 1383 7.484383882 -8.918605e+00 -1.8425620069 -1.186415080 -1.0089346057
## 1384 7.597746763 -9.104769e+00 -1.9092508726 -1.007268467 -1.0792464571
## 1385 7.610840385 -9.107784e+00 -1.8989264692 -1.019200595 -1.0700183412
## 1386 8.135556305 -8.757129e+00 -1.8690510020 -2.327630107 -0.6415560030
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## 1392 -8.227869967 -5.748469e-02 -0.2971696353 0.887731602 -0.0363031424
## 1393 -8.005873955 5.204165e-02 -0.1294522305 1.155885443 -0.2035436273
## 1394 -7.931069599 4.498850e-02 -0.1808095355 1.135791607 -0.1853563552
## 1395 -7.925947754 4.438239e-02 -0.1849399160 1.139252067 -0.1895419888
## 1396 -7.919864356 4.439417e-02 -0.1855557948 1.139546454 -0.1904295817
## 1397 -7.913729869 4.432651e-02 -0.1859855568 1.140043608 -0.1911705785
## 1398 -7.907646471 4.433829e-02 -0.1866014356 1.140337994 -0.1920581714
## 1399 -7.901563073 4.435007e-02 -0.1872173144 1.140632381 -0.1929457644
## 1400 -7.895408150 4.425063e-02 -0.1875726297 1.141210642 -0.1936281227
## 1401 -7.810853956 3.586627e-02 -0.1922996146 1.175332080 -0.1665565526
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## 1404 -7.438000811 -7.640981e-02 -0.0868674131 1.055301944 -0.4032298175
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## 1407 -6.782957969 1.063121e-01 -0.4983530376 1.134921652 -0.4025990680
## 1408 -6.361474847 2.872842e-01 -0.5446943933 1.177340650 -0.6105498718
## 1409 -5.506513282 7.287283e-01 -0.1024062450 0.635825073 -0.1885658681
## 1410 -5.463670700 7.610002e-01 -0.1007266363 0.641764920 -0.2027395620
## 1411 -4.581742195 1.033486e+00 -0.4329481061 0.440563907 1.0231892170
## 1412 -4.501644245 1.153889e+00 -0.4013217236 0.477195940 0.9778374622
## 1413 -4.317870447 1.238305e+00 -0.5232203092 0.568105778 1.0303279561
## 1414 -4.285189373 1.247395e+00 -0.5282644504 0.571559838 1.0233830522
## 1415 -4.051269429 1.286423e+00 -0.5234326319 0.488524151 0.9445016419
## 1416 -3.660773893 1.244620e+00 -0.3638601141 0.094471270 0.8413004112
## 1417 -2.941779059 1.074181e+00 0.4406709587 0.423393700 1.0671564486
## 1418 -2.762907295 1.243171e+00 0.4569623938 0.593957161 0.9643811539
## 1419 -2.751803049 1.238899e+00 0.4536680417 0.593373149 0.9635106282
## 1420 -2.350342716 1.179998e+00 0.2262029933 0.561750871 0.7909225422
## 1421 -2.264081711 1.204549e+00 0.1990587191 0.569683358 0.7625191788
## 1422 -1.948227277 1.132548e+00 0.1261357242 0.488147642 0.6397017813
## 1423 -1.927063702 1.151616e+00 0.1291928883 0.489643884 0.6313092731
## 1424 -1.353336838 1.543948e+00 0.0234728914 0.360879829 0.4931488291
## 1425 -1.020542132 1.668233e+00 -0.0848442992 0.542074848 0.3618713105
## 1426 -0.851110602 1.719871e+00 -0.1213817262 0.473138489 0.3263505505
## 1427 -0.578311760 1.686272e+00 -0.3930389115 0.634978074 0.4243391233
## 1428 -0.340769552 1.526950e+00 -0.3773261268 0.655701579 0.3381298879
## 1429 -0.023038144 1.335463e+00 -0.5108931096 0.668655822 0.3218758489
## 1430 -0.016954746 1.335475e+00 -0.5115089885 0.668950208 0.3209882559
## 1431 0.235301439 1.200830e+00 -0.6306461747 0.581597986 0.2964414951
## 1432 0.436156281 1.106294e+00 -0.8420181282 0.684422566 0.3756829913
## 1433 0.959076566 1.047571e+00 -0.8263362039 0.693832749 0.0768670000
## 1434 1.293619133 1.105679e+00 -0.7179524151 0.483631230 -0.0316810223
## 1435 1.475871458 9.878671e-01 -0.7094704130 0.473771498 -0.0779118546
## 1436 1.547689583 9.158260e-01 -0.7247535671 0.422225278 -0.1044178625
## 1437 1.568715893 9.210174e-01 -0.7292689352 0.421610217 -0.1066620028
## 1438 2.776178951 5.428153e-01 -0.6067176825 0.769223351 -0.4182962342
## 1439 3.076892838 5.192630e-01 -0.7542768353 0.845692388 -0.4721650830
## 1440 3.317790248 5.434962e-01 -0.8432524961 0.902972260 -0.5051940931
## 1441 3.472983060 4.275274e-01 -0.9009727032 0.828104667 -0.5571897422
## 1442 3.663217811 4.366263e-01 -0.9554065520 0.898207591 -0.6186231502
## 1443 3.697818305 4.073315e-01 -0.9679655834 0.892276909 -0.6241835941
## 1444 3.703901703 4.073433e-01 -0.9685814622 0.892571296 -0.6250711871
## 1445 3.966929816 2.846424e-01 -1.0232214516 0.903393517 -0.5886086152
## 1446 4.272615333 1.524559e-01 -1.2325744752 0.912052301 -0.6051169315
## 1447 4.532886720 -2.106730e-01 -1.2950621247 0.884893950 -0.6692681067
## 1448 4.682889572 -2.799640e-01 -1.3901097363 0.869992414 -0.6932726969
## 1449 4.810888163 -2.975007e-01 -1.2858471030 0.854393589 -0.9201050685
## 1450 5.158404107 -2.090138e-01 -1.3704112789 0.931527367 -1.0191103308
## 1451 5.520673130 -3.338369e-01 -1.5295562716 1.150499456 -1.0210552972
## 1452 5.657550321 -3.315576e-01 -1.5648455881 1.170360017 -1.0145765872
## 1453 5.851619245 -2.838361e-01 -1.6047783757 1.356109887 -1.0459785777
## 1454 6.380344686 2.194942e-01 -1.4863399314 1.053668573 -1.1089630756
## 1455 6.623683300 2.418713e-01 -1.5776216750 0.961468843 -1.0759580968
## 1456 6.979039442 -1.686214e-01 -1.3481551552 1.049384490 -1.1020670866
## 1457 7.119766481 -1.617575e-01 -1.3124808954 1.147488953 -1.1517641653
## 1458 7.377354810 -3.576983e-01 -1.2798619917 1.215367835 -1.2366358320
## 1459 7.416948018 -3.183871e-01 -1.2762791606 1.213330683 -1.2490131237
## 1460 7.649971383 -3.244966e-01 -1.4356684446 1.284650071 -1.1991187946
## 1461 7.919421496 -3.067392e-01 -1.5224155804 1.348036149 -1.2728726294
## 1462 8.159581390 -4.955273e-01 -1.6535971912 1.286028831 -1.3322494850
## 1463 8.355024547 -5.221151e-01 -1.6661002237 1.347186124 -1.2876630225
## 1464 8.608042855 -3.697435e-01 -1.6446022061 1.475912018 -1.4067308527
## 1465 8.670223224 -3.464950e-01 -1.6731453241 1.481013309 -1.4069778912
## 1466 8.938681335 -5.520793e-01 -1.7725756282 1.358349596 -1.4861512475
## 1467 9.264460398 -7.799074e-01 -2.0184042646 1.469613448 -1.4673308174
## 1468 9.298149965 -7.899891e-01 -2.0272911512 1.446229356 -1.4690041502
## 1469 9.710224178 -1.190589e+00 -2.1162629495 1.637451949 -1.4950774646
## 1470 9.992150996 -1.218925e+00 -2.0938508811 1.730379741 -1.5842435886
## 1471 10.026947552 -1.156708e+00 -2.0565637657 1.771267705 -1.6146050362
## 1472 10.275389079 -1.165923e+00 -2.0636737913 1.852696448 -1.6182928512
## 1473 10.486806330 -9.232965e-01 -2.0503020097 1.772394886 -1.6682529664
## 1474 10.705454669 -8.594113e-01 -2.2284023006 1.906318683 -1.5656095429
## 1475 10.970318605 -8.970144e-01 -2.1761630785 1.881278462 -1.8132737708
## 1476 11.022188776 -8.780961e-01 -2.1952843445 1.920028135 -1.8210526172
## 1477 11.809108754 -1.096604e+00 -2.1493439082 2.299442284 -1.8949083529
## 1478 11.915873644 -1.110519e+00 -2.2073441481 2.311732559 -1.9273710529
## 1479 12.014039308 -1.085154e+00 -2.2191444340 2.271969139 -1.9550754111
## 1480 12.114411120 -1.110013e+00 -2.1574689190 2.254011077 -1.9647968979
## 1481 12.455936945 -1.007310e+00 -2.2978951051 2.360579898 -1.9748451270
## 1482 13.043002247 -5.845703e-01 -2.1991744087 2.076935265 -2.1042953107
## 1483 13.323519364 -5.412448e-01 -2.2282278380 1.951380714 -2.1141513818
## 1484 13.427217667 -5.308634e-01 -2.3076411134 2.018118401 -2.0585534495
## 1485 -9.732315196 1.415580e+00 -0.4473259150 1.710806858 0.7137717217
## 1486 -9.703996733 1.440049e+00 -0.4458758708 1.719562755 0.7092335442
## 1487 -9.360859010 2.128842e+00 1.6039484936 2.841399076 0.5966867592
## 1488 -8.959860897 -5.882171e-01 1.2158549888 0.138385112 1.1919131567
## 1489 -8.447609589 -9.839714e-02 2.0018164641 0.676512298 1.5336617844
## 1490 -8.441526191 -9.838536e-02 2.0012005853 0.676806684 1.5327741914
## 1491 -8.275442031 -2.138931e-03 2.0379704730 0.662083833 1.5231143377
## 1492 -8.269358633 -2.127148e-03 2.0373545942 0.662378219 1.5222267448
## 1493 -7.956169411 -2.756154e-01 1.8366735334 0.116772990 1.6784865549
## 1494 -7.771091373 -4.630378e-01 1.6994978800 -0.106737708 1.6811210842
## 1495 -7.625407360 -4.892588e-01 1.7732797413 -0.109464144 1.4398198323
## 1496 -7.184049855 3.583023e-01 2.1257317810 0.607355927 0.9146626716
## 1497 -7.001941567 4.159170e-01 2.0533069840 0.689457089 0.8608014826
## 1498 -6.943195453 5.494010e-01 2.1101626898 0.798763642 0.7980618044
## 1499 -6.448988008 7.745727e-01 2.0729957686 0.575665693 0.7574394051
## 1500 -6.130459237 8.473089e-01 2.0349504196 0.197816924 0.7736627873
## 1501 -6.038431401 8.788066e-01 2.0148820462 0.168559625 0.7560770993
## 1502 -5.767022632 6.336228e-01 1.8868744070 -0.051578938 0.7205932212
## 1503 -5.709107340 5.995987e-01 1.9010166176 -0.167793543 0.5271906403
## 1504 -5.555633851 6.057225e-01 1.8726994654 -0.157081634 0.4336912693
## 1505 -5.412796216 8.154710e-01 1.9747352179 0.010421419 0.2528097079
## 1506 -5.131540748 8.648737e-01 1.7540267328 0.147854058 0.2520609038
## 1507 -5.102453568 8.481738e-01 1.7464451760 0.145919052 0.2453554701
## 1508 -4.998943169 8.734686e-01 1.8010392016 0.193433223 0.3722690679
## 1509 -4.498792528 3.399428e-01 2.4584392720 0.238378046 0.4398541705
## 1510 -4.342639347 2.380811e-01 3.0605081734 0.456955227 0.6784239884
## 1511 -4.169545525 1.997614e-01 3.0022222830 0.429370498 0.6448336280
## 1512 -3.909078760 1.239561e-01 2.9558004451 0.350064742 0.6028020234
## 1513 -3.217205280 -1.577214e-01 4.1459690513 0.705154748 1.4036030295
## 1514 -3.168555187 -1.350517e-01 4.1356724107 0.720701442 1.3838424995
## 1515 -2.857320995 2.749956e-01 4.2734906860 0.756792610 1.2829308071
## 1516 -2.819538927 3.031969e-01 4.2702185040 0.772759144 1.2742672265
## 1517 -2.801870309 3.096951e-01 4.3167809566 0.736526546 1.3159881588
## 1518 -2.227136110 8.461888e-01 4.3941767445 0.871955806 0.9988643717
## 1519 -1.963152900 7.918850e-01 4.2990935357 0.748350453 0.9809898965
## 1520 -1.932932561 8.190078e-01 4.3013917560 0.754324451 0.9703756775
## 1521 -1.778886619 8.623201e-01 4.1956668965 0.848363438 0.9851786013
## 1522 -1.298510262 1.150775e+00 4.1218135655 0.815636272 0.8528174965
## 1523 -1.222941493 1.179660e+00 4.1130073229 0.838905352 0.8355456874
## 1524 -1.054046352 1.215665e+00 4.0746405904 0.870311540 0.7067561682
## 1525 -0.762330876 1.161623e+00 4.0825158164 0.794500902 0.6728692467
## 1526 -0.679309208 1.154790e+00 4.0377905137 0.832598295 0.6602480546
## 1527 -0.345337024 1.132116e+00 4.0808193144 0.921895803 0.3349109449
## 1528 0.040333265 8.523043e-01 3.9619209541 0.795915991 0.2101207942
## 1529 0.103393194 7.846769e-01 3.9442157209 0.729612789 0.2089522320
## 1530 0.121545062 7.982442e-01 3.9450568916 0.732746981 0.2032013260
## 1531 0.703532959 1.308904e+00 4.0623008991 -0.181631341 -0.1965022327
## 1532 1.658248611 1.396635e+00 3.7622571162 -0.004797365 -0.4158633157
## 1533 1.885334312 1.472869e+00 3.7204739969 -0.022068344 -0.4919729221
## 1534 1.991592881 1.487159e+00 4.1006084123 -0.175427151 -0.1584798658
## 1535 2.250359925 1.333650e+00 4.7768831017 0.073479587 0.0708069089
## 1536 2.434949080 1.362257e+00 4.7612825529 0.224918446 0.0567953986
## 1537 2.617714842 1.331458e+00 5.0594502199 0.226029766 -0.2801418900
## 1538 2.793028106 1.170142e+00 5.2046751476 0.254683546 -0.5253358203
## 1539 2.942830488 1.008100e+00 5.2386593868 0.316271459 -0.5556300435
## 1540 3.164820637 1.141338e+00 5.3074234898 0.366927075 -0.5702404838
## 1541 3.392047490 1.327186e+00 5.3290848867 0.507871587 -0.7090016198
## 1542 3.529702863 1.312284e+00 5.3376869649 0.598075113 -0.6920040706
## 1543 3.903534428 1.639943e+00 5.3144098850 0.678244470 -0.7727128995
## 1544 4.022841446 1.750526e+00 5.3749813960 0.607436018 -0.7206160614
## 1545 4.163307131 1.649045e+00 5.2927341354 0.455930583 -0.6915537879
## 1546 4.441137038 1.435619e+00 5.1904564416 0.499586088 -0.7289479473
## 1547 4.725740830 1.294403e+00 5.4059160911 0.545267043 -0.5801025994
## 1548 4.966513831 1.212613e+00 5.8655646214 0.704027286 -0.2568144436
## 1549 4.993451775 1.213572e+00 5.8604443744 0.707931417 -0.2574125161
## 1550 5.103439650 1.056193e+00 5.9235806606 0.581704016 -0.4358588689
## 1551 5.119564743 1.047637e+00 5.9176078352 0.580241605 -0.4367123274
## 1552 -9.596727150 -2.946834e+00 -2.2834516876 -2.806984773 2.3342908964
## 1553 -9.172997573 -2.276626e-01 -0.0087246698 -0.333978120 0.3090722558
## 1554 -9.102336492 -9.394150e-01 -0.3455834792 -0.965819658 0.5768769900
## 1555 -8.856513452 -1.133425e+00 -0.1921424296 -0.838348370 0.5924288688
## 1556 -8.634048756 -7.793277e-01 0.0637853495 -0.507390012 0.2311573947
## 1557 -8.315121556 -9.706361e-01 0.0074708618 -0.484229507 0.1193768372
## 1558 -8.161785690 -9.979000e-01 -0.0714584556 -0.460667781 0.1279429461
## 1559 -8.042150674 -1.150747e+00 -0.0439292504 -0.435162500 0.0712122932
## 1560 -7.835019813 -1.128222e+00 -0.1179328388 -0.197582443 0.0019483156
## 1561 -7.782411403 -1.151286e+00 -0.1516225121 -0.204609244 -0.0123512469
## 1562 -7.369036923 -1.241177e+00 -0.3038851704 -0.600377090 0.0421196888
## 1563 -7.328011350 -1.196264e+00 -0.2913297288 -0.642369866 0.0416249092
## 1564 -6.978044877 -1.095963e+00 0.0352462758 -0.183129166 -0.3415610048
## 1565 -6.380714307 -9.897554e-01 0.8541493282 -1.170926477 0.0959269827
## 1566 -5.983131398 -1.549408e+00 1.2772846281 -0.938456972 -0.1063054561
## 1567 -5.805795571 -1.520313e+00 1.4169014705 -0.733228916 -0.2285203483
## 1568 -5.447426869 -1.172953e+00 1.3912967104 -0.421806151 -0.3219421216
## 1569 -5.259503996 -1.305802e+00 1.2362006180 -0.462817118 -0.3063776515
## 1570 -5.215237113 -1.308031e+00 1.2232554152 -0.460577294 -0.3154964833
## 1571 -5.105399523 -1.405819e+00 1.1300045052 -0.526310511 -0.3037143050
## 1572 -5.034958188 -1.416071e+00 1.1112741205 -0.514124748 -0.3193713110
## 1573 -4.943529496 -1.252182e+00 1.1709101232 -0.345489816 -0.4036392894
## 1574 -4.361286615 -1.115069e+00 1.1515149496 -0.068396161 -0.5901539544
## 1575 -4.165262618 -8.616692e-01 1.1929652860 -0.090981556 -0.6459305523
## 1576 -3.938531461 -6.012399e-01 1.2135984432 -0.136974716 -0.6934460057
## 1577 -3.541399224 -4.089026e-01 0.9516688536 0.073043466 -0.5611560271
## 1578 -2.937919536 -3.497620e-01 1.1948878993 0.187403554 -0.6867001813
## 1579 -2.797321849 -3.243835e-01 1.1457074423 0.217521986 -0.7447597208
## 1580 -2.734556465 -2.830298e-01 1.1401939447 0.213381994 -0.7669636132
## 1581 -2.530316022 -1.752120e-01 1.0261987343 0.425522653 -0.7507444663
## 1582 -2.285735132 -2.940430e-02 0.9881256982 0.451515555 -0.7966241667
## 1583 -2.257446845 -3.463004e-02 0.9653595969 0.456905305 -0.7987995466
## 1584 -2.241321751 -4.318608e-02 0.9593867715 0.455442895 -0.7996530051
## 1585 -2.136691507 -4.085074e-02 0.9323193218 0.469286524 -0.7959034603
## 1586 -2.117646022 -4.898288e-02 0.9300947117 0.469108316 -0.8026430284
## 1587 -1.115710171 5.733250e-01 0.9434083027 -0.069130600 -0.9783856298
## 1588 -0.952981477 6.599341e-01 0.9349959206 -0.045732845 -1.0051462507
## 1589 -0.793078922 8.576949e-01 0.9925760564 0.098341142 -1.1190155067
## 1590 -0.719767290 8.776614e-01 0.9630759227 0.145025560 -1.1385822664
## 1591 -0.318310720 9.632698e-01 0.9170000010 -0.054293410 -1.2198796675
## 1592 -0.169774653 1.072506e+00 0.8590999463 -0.036521422 -1.1992699145
## 1593 0.602068373 1.224688e+00 0.6898374379 0.155408228 -1.4482991763
## 1594 0.766523689 1.444385e+00 0.7225032509 0.129891231 -1.4865892710
## 1595 1.095378876 1.552458e+00 0.5675305291 0.151825511 -1.4824567790
## 1596 1.166705620 1.600503e+00 0.5691981806 0.123085831 -1.4939932170
## 1597 1.337935608 1.639878e+00 0.4952612416 0.154108700 -1.4506062373
## 1598 2.435992013 9.133220e-01 2.3909156559 1.255466285 -0.5642195991
## 1599 2.541607983 9.042726e-01 2.4265092372 1.288923225 -0.5897432906
## 1600 3.023241428 1.115177e+00 2.3213822136 1.368218931 -0.6223449893
## 1601 4.643899101 7.375467e-01 2.1260848327 0.444651581 1.8612423359
## 1602 4.796500749 5.746521e-01 2.1680366046 0.564745394 1.8307355667
## 1603 5.279508836 6.532054e-01 2.0620617855 0.440213291 1.7896087855
## 1604 5.633255581 9.573969e-01 2.1701016472 0.214761652 1.7522721236
## 1605 5.808926642 1.096524e+00 2.1281851255 0.298237304 1.7482444779
## 1606 5.912669537 1.201917e+00 2.1262514309 0.258099966 1.7415654524
## 1607 6.185253767 1.168475e+00 2.1142930965 0.313244424 1.7830879568
## 1608 6.304974868 1.195064e+00 2.0390575301 0.401581496 1.8136529543
## 1609 6.338774609 1.216775e+00 2.0404286084 0.405861795 1.8022150651
## 1610 6.581884883 1.263969e+00 1.8173667646 0.649739293 1.9176167489
## 1611 6.634877965 1.259515e+00 1.8027687273 0.656106145 1.9184840013
## 1612 6.944607125 1.188244e+00 1.6076184243 0.714779682 1.9513037857
## 1613 6.988723188 1.173662e+00 1.5914843819 0.716400152 1.9555514858
## 1614 7.262781910 1.391304e+00 1.6015519824 0.707048859 1.8996633174
## 1615 7.384913189 1.546689e+00 1.6536693083 0.686544609 1.8581022868
## 1616 7.548794903 1.558460e+00 1.4586977304 0.896702745 1.9836874948
## 1617 7.806641065 1.709509e+00 1.3928565733 0.917441115 1.9648160297
## 1618 8.154730230 2.039738e+00 1.0413876941 0.875653945 2.2865963594
## 1619 8.285178443 2.069860e+00 0.9889220517 0.880910338 2.2868792960
## 1620 8.306530108 2.080746e+00 1.0026787635 0.888765047 2.2916976573
## 1621 8.464016559 2.147618e+00 1.0136727844 0.920430531 2.3179432634
## 1622 8.609480092 2.240013e+00 0.9960677046 1.026455713 2.2526495484
## 1623 8.831637837 2.378096e+00 0.9678320927 1.039281183 2.2415496108
## 1624 8.941982812 2.387745e+00 0.9291634574 1.033962877 2.2556280880
## 1625 8.991360606 2.422950e+00 0.9300108673 1.044076725 2.2437980760
## 1626 9.106472737 2.504021e+00 0.9461011448 1.103057470 2.2265759227
## 1627 9.285614532 2.560339e+00 0.7394447628 1.327293777 2.3492143512
## 1628 9.453745064 2.561929e+00 0.7101515680 1.342300663 2.4060809901
## 1629 9.773138580 2.793632e+00 0.6975200622 1.474574700 2.3620812572
## 1630 10.016575254 2.873673e+00 0.5903203782 1.630471256 2.4353598908
## 1631 10.285651536 3.036482e+00 0.5418583802 1.671012840 2.4151289376
## 1632 10.318886894 3.032498e+00 0.5991812756 1.714020596 2.4551313370
## 1633 10.641051227 3.336228e+00 0.6674769316 1.713306932 2.4568305297
## 1634 10.810100266 3.370349e+00 0.7289876535 1.758728600 2.5031416572
## 1635 11.605429386 3.855816e+00 0.8889099642 1.443793639 2.5478484378
## 1636 -9.564815750 2.970161e+00 1.1718716651 2.948165229 -0.8449450137
## 1637 -9.380697326 -3.489330e-02 -0.3195977150 0.024627893 0.3807830139
## 1638 -9.081706131 -5.473423e-01 -0.5436797164 -0.793782009 0.4091229337
## 1639 -8.998271062 -5.191765e-01 -0.5285338322 -0.812714938 0.4025546143
## 1640 -8.493930032 -1.521227e+00 0.5918278690 -0.682882618 1.2834452249
## 1641 -8.187487713 -3.260485e-01 2.1542113474 0.659327463 0.5045228321
## 1642 -8.107551509 -1.903493e-01 2.2239905372 0.760117142 0.4179702868
## 1643 -8.015357925 -4.120652e-01 2.0168136314 0.648664876 0.5573262673
## 1644 -7.993077671 -4.412681e-01 2.0601278521 0.609383448 0.3937558434
## 1645 -7.718717489 -9.314720e-02 2.3064649768 0.834120555 -0.1369199556
## 1646 -7.573152755 -3.084275e-01 2.2869155734 0.808938417 -0.0938311703
## 1647 -7.272446229 -6.303272e-01 2.5069879717 0.821804649 -0.1561672145
## 1648 -7.183608721 -8.375781e-01 2.3604718535 0.655163880 -0.0747289200
## 1649 -7.106442623 -8.982440e-01 2.3330756370 0.642704151 -0.0991010577
## 1650 -6.770388116 -1.443678e+00 2.0525347198 0.243753963 -0.1976325102
## 1651 -6.346737991 -1.705358e+00 1.9285624332 0.223757296 -0.3345436152
## 1652 -6.112771116 -1.764505e+00 1.9743643546 0.320008156 -0.4251682357
## 1653 -6.097120067 -1.757233e+00 1.9748507004 0.326807968 -0.4268115771
## 1654 -5.962397172 -1.825043e+00 1.8844629938 0.129647331 -0.3833347437
## 1655 -5.805950003 -1.743648e+00 1.8520434334 0.105345001 -0.4125164157
## 1656 -5.363015625 -1.704594e+00 1.9031897934 0.214910190 -0.9463813302
## 1657 -4.934750006 -1.811427e+00 1.9494705712 0.436202766 -1.3754053680
## 1658 -4.378152125 -2.346643e+00 1.9723303083 0.572066807 -1.5713293734
## 1659 -4.190013104 -2.403757e+00 2.1082913814 0.741958609 -1.6422241667
## 1660 -4.036016774 -2.511286e+00 2.0011454849 0.694010770 -1.6580610698
## 1661 -3.922146559 -2.621608e+00 1.9247292049 0.629624364 -1.7807114978
## 1662 -3.840025525 -2.669383e+00 1.8832598384 0.649635829 -1.7901927605
## 1663 -3.728274695 -2.760213e+00 1.9148054066 0.554596997 -1.9344255249
## 1664 -3.643924869 -2.815000e+00 1.8656546626 0.539615085 -1.9304647256
## 1665 -3.457215471 -2.860543e+00 1.7400473781 0.555627317 -1.9430242111
## 1666 -3.319564679 -2.867549e+00 1.5802833316 0.701534032 -1.8664410722
## 1667 -2.815944560 -2.996749e+00 1.5381348673 0.592507956 -2.3512326097
## 1668 -2.579399879 -3.076123e+00 1.4971749850 0.692533461 -2.5432556731
## 1669 -2.259880921 -3.259256e+00 1.5462822909 0.835983867 -2.7063947590
## 1670 -2.106655628 -3.184211e+00 1.7592650202 1.042174739 -2.8337803813
## 1671 -1.939156328 -3.083450e+00 1.9941093168 0.765684786 -2.6633997579
## 1672 -1.852653088 -2.779551e+00 1.5451450576 -0.100483559 -2.9831399765
## 1673 -1.786104241 -2.808461e+00 1.6559957518 -0.113611118 -3.1867017144
## 1674 -1.713744629 -2.738277e+00 1.6597188316 -0.092490138 -3.2116088623
## 1675 -1.364546558 -2.583715e+00 1.6240648467 0.109046567 -3.3915167177
## 1676 -1.246097234 -2.560652e+00 1.5506379047 0.188307901 -3.3620272330
## 1677 -0.837463908 -2.028074e+00 1.7084206548 0.009401864 -3.4987095480
## 1678 -0.679557096 -1.925911e+00 1.6557976825 -0.001643349 -3.4680930869
## 1679 -0.505883371 -1.929970e+00 1.6365094960 -0.142179203 -3.4877093854
## 1680 -0.219336935 -2.074439e+00 1.6081044832 -0.050364549 -3.5969756541
## 1681 -0.029673446 -2.241499e+00 1.6248084408 0.009420116 -3.7409009927
## 1682 0.058460283 -2.255642e+00 1.7239331836 0.009463895 -3.9483883997
## 1683 1.426961701 -2.350846e+00 1.3658467067 -0.206794998 -2.5674474436
## 1684 1.463451234 -2.417238e+00 1.3385026803 -0.257884345 -2.5547727758
## 1685 1.490661292 -2.421255e+00 1.3311903825 -0.259973695 -2.5620162214
## 1686 1.892867180 -1.932363e+00 1.3664328157 -0.441317963 -2.5961767433
## 1687 2.086744464 -2.057002e+00 1.4034677435 -0.529085343 -3.0880154718
## 1688 2.263050828 -2.132664e+00 1.2551679730 -0.473550670 -3.0631518693
## 1689 2.389521646 -2.168083e+00 1.2564118113 -0.558309949 -3.2785999236
## 1690 2.452675691 -2.190876e+00 1.2843526220 -0.587413575 -3.4538999145
## 1691 2.536491113 -2.151855e+00 1.2222288796 -0.514059670 -3.4193503602
## 1692 2.636577810 -2.028555e+00 1.2037367453 -0.372096027 -3.4421522884
## 1693 2.985616132 -1.853413e+00 1.2679685142 -0.465675252 -3.6916877073
## 1694 3.451679717 -2.244084e+00 1.3473823275 -0.388291592 -3.9010351480
## 1695 3.875651365 -2.429683e+00 1.3724439685 -0.160002538 -3.9822565964
## 1696 4.015905410 -2.522144e+00 1.4264444934 -0.086812380 -4.0027587348
## 1697 4.211919107 -2.487340e+00 1.3387807265 -0.021335747 -4.0305943488
## 1698 4.468396292 -2.253615e+00 1.3545435431 0.050737782 -4.1504689505
## 1699 4.738340916 -2.126646e+00 1.2754592318 -0.048636266 -4.1201597079
## 1700 4.780119433 -2.164805e+00 1.3103824339 -0.087887464 -4.2848921866
## 1701 5.187896539 -1.931949e+00 1.2516901132 -0.146713395 -4.3379267543
## 1702 5.308180034 -1.977822e+00 1.2065988234 -0.186823230 -4.4372774890
## 1703 5.531370537 -2.100983e+00 1.2484886405 -0.202600307 -4.6160659182
## 1704 5.658947595 -2.257756e+00 1.3045486555 -0.146188864 -4.6451309929
## 1705 5.963111505 -2.412033e+00 1.1951495037 -0.136241252 -4.9140832581
## 1706 6.057880092 -2.541820e+00 1.1323900836 -0.202435923 -4.9111042595
## 1707 6.087285908 -2.566730e+00 1.1207986008 -0.207276133 -4.9179170661
## 1708 6.265160607 -2.759881e+00 1.0418696980 -0.312921049 -4.9462474051
## 1709 6.276264852 -2.764153e+00 1.0385753459 -0.313505061 -4.9471179308
## 1710 6.439027356 -2.781184e+00 1.0276038908 -0.244046212 -4.8937641942
## 1711 6.926960747 -2.853730e+00 0.8474695337 -0.176747824 -4.9035667859
## 1712 7.014221202 -2.836129e+00 0.8833527254 -0.220254540 -5.0793669356
## 1713 7.044309433 -2.808945e+00 0.8844309029 -0.214092500 -5.0908722857
## 1714 7.356409343 -2.434244e+00 0.9190665043 -0.190343014 -5.2128682063
## 1715 7.513284485 -2.455224e+00 1.0081482750 -0.093472646 -5.0589121331
## 1716 8.037391000 -2.838854e+00 2.3251454912 0.364824651 -4.4211711932
## 1717 8.227436990 -3.003905e+00 2.9787328496 0.605333151 -4.1850685540
## 1718 8.258966265 -2.934256e+00 3.0252438568 0.656834406 -4.2331325799
## 1719 8.354213106 -2.968863e+00 3.0019037156 0.621336196 -4.1689880212
## 1720 8.573965063 -3.068040e+00 2.9260453229 0.577615580 -4.4022812207
## 1721 8.834807552 -3.149673e+00 2.9653908360 0.642682897 -4.4903234184
## 1722 9.138511320 -3.287234e+00 3.0729805151 0.755331276 -4.5663137216
## 1723 9.429384980 -3.279623e+00 3.0513009797 0.801784538 -4.6892076467
## 1724 9.855789580 -3.007411e+00 3.2002932648 0.614011243 -4.7246076258
## 1725 10.009497901 -3.089626e+00 3.2654201116 0.589348106 -4.8373066968
## 1726 10.072170908 -3.105360e+00 3.2581781977 0.585558324 -4.8578921232
## 1727 10.151509877 -3.033681e+00 3.1660813743 0.485811450 -5.1580028983
## 1728 10.492688484 -2.972949e+00 3.1816414507 0.764927674 -5.1372256262
## 1729 10.565365992 -3.029940e+00 3.3949572837 0.915791066 -4.9658205188
## 1730 10.814371768 -3.010309e+00 3.4440385245 1.091684653 -5.0179969042
## 1731 11.029846496 -3.008716e+00 3.6160397708 1.278277575 -4.9345286859
## 1732 11.478159979 -3.293197e+00 4.0646073775 1.656239002 -4.7014165971
## 1733 11.785941644 -3.628320e+00 4.9548137366 2.426798195 -4.0464867996
## 1734 -9.582505232 -2.998522e+00 -2.2975250043 -2.817904493 2.3449553334
## 1735 -9.322730001 -1.435306e+00 -0.9464964646 -1.477505856 0.8838298769
## 1736 -9.334147891 -1.559338e+00 -1.4194732493 -1.526235179 1.2893446602
## 1737 -9.265891604 -1.501058e+00 -1.4270600566 -1.498340476 1.2773837420
## 1738 -8.945042428 -4.997350e-01 -0.7518522136 -0.770498844 0.5654309174
## 1739 -8.433197739 -4.338781e-01 -0.8226674672 -1.715808412 0.7303795777
## 1740 -8.062509344 -8.371635e-01 -0.4860010169 -1.608578497 0.5741207359
## 1741 -7.914061126 -1.045194e+00 -0.5715256274 -1.714453232 0.5978358004
## 1742 -7.848281056 -1.130495e+00 -0.7015167580 -1.740778720 0.6673366718
## 1743 -7.797747007 -1.141022e+00 -0.7462841884 -1.730131393 0.6639907818
## 1744 -7.475491789 -1.591307e+00 -0.7624064489 -1.736208085 0.5781110275
## 1745 -7.180790231 -1.658321e+00 -0.4258771439 -1.434585927 0.3191954295
## 1746 -7.083180263 -1.814373e+00 -0.4809110994 -1.574303751 0.3255405276
## 1747 -6.998798833 -1.829763e+00 -0.5158228250 -1.568762359 0.3035662833
## 1748 -6.944771922 -1.867230e+00 -0.5226764677 -1.576392939 0.2832767741
## 1749 -6.673896501 -2.353603e+00 -0.6040620662 -1.676778393 0.1700324870
## 1750 -6.650078053 -2.352869e+00 -0.6076400196 -1.677031575 0.1658663595
## 1751 -6.433070727 -2.521773e+00 -0.5131556380 -1.688941000 0.2412098702
## 1752 -6.376231555 -2.587934e+00 -0.4660486837 -1.664050790 0.2360945100
## 1753 -6.234763198 -2.516887e+00 -0.2687418278 -1.510238081 0.0949051717
## 1754 -5.850224908 -2.706838e+00 0.0927058685 -1.378103097 -0.1293874319
## 1755 -5.631925970 -2.734838e+00 0.6382757372 -1.602359124 0.1790906704
## 1756 -5.478019577 -2.552507e+00 0.6995426853 -1.599940306 0.1506160733
## 1757 -5.244280972 -2.489279e+00 0.8063550219 -2.092626489 0.3092426186
## 1758 -4.963996530 -2.623491e+00 1.0995320790 -2.005258369 0.2652126815
## 1759 -4.920148642 -2.676106e+00 1.1379333005 -1.985900843 0.2539415268
## 1760 -4.872415781 -2.556857e+00 1.2263326944 -1.890205546 0.1661699685
## 1761 -4.810659339 -2.594654e+00 1.2813051907 -1.864426382 0.1528407836
## 1762 -4.671311187 -2.506101e+00 1.2194229384 -1.831590507 0.1692403602
## 1763 -3.657116705 -1.328281e+00 1.4592912269 -2.454295006 -0.2132032286
## 1764 -3.577406811 -1.245341e+00 1.4708401118 -2.393937273 -0.2679759124
## 1765 -3.312606122 -1.024536e+00 1.4886133496 -2.482924472 -0.2987588894
## 1766 -3.076290756 -8.676624e-01 1.4921860477 -2.441686825 -0.4142691175
## 1767 -2.986897216 -9.682385e-01 1.4509014102 -2.510742489 -0.4229589860
## 1768 -2.546025365 -1.039450e+00 1.2821008965 -2.588601540 -0.6471076588
## 1769 -2.503233360 -1.057884e+00 1.2490149054 -2.583939530 -0.6513036248
## 1770 -2.443536453 -1.113459e+00 1.2109822142 -2.574233514 -0.6631328978
## 1771 -2.041179999 -9.717172e-01 1.2219202465 -2.895894877 -0.7320484998
## 1772 -1.741974462 -8.622793e-01 1.1684428957 -2.882501655 -0.8253133018
## 1773 -1.686720415 -8.935936e-01 1.1451934041 -2.890740244 -0.8406972453
## 1774 -1.403705983 -1.054266e+00 0.9766376914 -2.906779200 -0.9402369619
## 1775 -1.030847501 -1.560742e+00 1.2602986908 -2.828277026 -1.0692430561
## 1776 -0.517872842 -2.026265e+00 1.1966602105 -2.765576751 -1.1309279677
## 1777 -0.442252523 -2.116296e+00 1.2246080777 -2.753552235 -1.1518042424
## 1778 -0.222038125 -2.233193e+00 1.3970669038 -2.592151552 -1.2212208206
## 1779 0.017862682 -2.038263e+00 1.3767911507 -2.485383815 -1.3251394809
## 1780 0.527897282 -1.888184e+00 1.0749658605 -2.183408639 -1.2694892497
## 1781 0.626343640 -1.869927e+00 1.0680524682 -2.211069903 -1.2655063406
## 1782 0.927176540 -1.436084e+00 1.1168318858 -2.190908463 -1.3856738244
## 1783 1.161681568 -1.405436e+00 1.0164374112 -2.172473008 -1.4155357285
## 1784 1.209743870 -1.436478e+00 1.0009343727 -2.184149955 -1.4157063204
## 1785 1.374156141 -1.494919e+00 0.9861925631 -2.347743556 -1.6178058236
## 1786 1.388242931 -1.484721e+00 0.9872938398 -2.348980984 -1.6219338683
## 1787 1.613171294 -1.384644e+00 0.9890071989 -2.375689065 -1.7167460497
## 1788 2.020272293 -1.268519e+00 0.8624724024 -2.236153967 -1.7893179497
## 1789 2.144710143 -1.250827e+00 0.8222414672 -2.216998700 -1.8102375781
## 1790 2.406407679 -1.201002e+00 0.7844561175 -2.194933099 -1.8434510156
## 1791 2.649069340 -1.363206e+00 0.7025987285 -2.185026528 -1.9481181792
## 1792 2.832011995 -1.445528e+00 0.6240965222 -2.092508365 -1.9295657649
## 1793 2.891313370 -1.509563e+00 0.6328739505 -2.215152648 -2.1228290854
## 1794 3.392211959 -1.606459e+00 0.3019866417 -2.268389001 -1.9667974112
## 1795 3.408267019 -1.605983e+00 0.2980445583 -2.269029091 -1.9683840634
## 1796 3.492570965 -1.640314e+00 0.2711709161 -2.269771033 -1.9776029634
## 1797 3.521005926 -1.668271e+00 0.2652986791 -2.277910735 -1.9874437229
## 1798 3.865280260 -1.733580e+00 0.3141251211 -2.176817431 -2.0464011408
## 1799 4.065633528 -1.803533e+00 0.3424663410 -2.087411706 -2.0034739262
## 1800 4.159856755 -1.905400e+00 0.2933550076 -2.168505225 -1.9983154102
## 1801 4.244200037 -1.995699e+00 0.2929245274 -2.146602284 -2.0246906655
## 1802 4.541400338 -2.371404e+00 0.4087805628 -2.134675900 -2.1181425935
## 1803 4.691154744 -2.501266e+00 0.5734586612 -2.084036037 -2.1020277835
## 1804 4.996735928 -2.523299e+00 0.5324450198 -2.155310547 -2.4139023220
## 1805 5.256317863 -2.829548e+00 0.5048459119 -2.097381633 -2.5108623538
## 1806 5.348888963 -2.942242e+00 0.5309082510 -2.047011133 -2.5375546377
## 1807 5.525019169 -2.917538e+00 0.4620848779 -2.104163705 -2.4896025113
## 1808 5.566659479 -2.928565e+00 0.4364459935 -2.100500372 -2.5018885715
## 1809 5.681627939 -3.080066e+00 0.7303916847 -1.946924393 -2.4869507065
## 1810 5.878179977 -3.218000e+00 0.7499623574 -1.864012523 -2.4954813753
## 1811 6.147850743 -3.299844e+00 0.6361950667 -1.903729947 -2.5478005994
## 1812 6.333419181 -3.340142e+00 0.4888308121 -1.852192989 -2.5576465159
## 1813 6.636962697 -3.534312e+00 0.3583906649 -1.894745171 -2.6203522259
## 1814 6.840742909 -3.629274e+00 0.2855856088 -1.860028029 -2.6347293568
## 1815 6.897013837 -3.651486e+00 0.2976527652 -1.864459886 -2.6625149457
## 1816 7.113411619 -3.762284e+00 0.2272026425 -1.863553449 -2.7434387050
## 1817 7.905930183 -3.619570e+00 -0.0468611417 -1.962368667 -2.6266244190
## 1818 8.031669637 -3.576785e+00 -0.1774135039 -1.825451581 -2.5510429649
## 1819 8.418381787 -3.458552e+00 -0.1964871884 -1.973944584 -2.8660227442
## 1820 8.456163336 -3.460065e+00 -0.2099963939 -1.977353907 -2.8757207758
## 1821 8.837081906 -3.269511e+00 -0.3555026950 -2.010997853 -2.8644228328
## 1822 8.902697266 -3.333463e+00 -0.3985567919 -2.058461717 -2.8536840030
## 1823 8.971155553 -3.264944e+00 -0.3837400976 -2.047169614 -2.8737852910
## 1824 9.120333814 -3.116653e+00 -0.3327553717 -2.026067531 -2.9350550767
## 1825 9.316430848 -3.002537e+00 -0.4211374486 -1.892808181 -2.9054401685
## 1826 9.429435589 -3.061938e+00 -0.3971113456 -1.961930915 -2.8968528571
## 1827 -9.359769909 9.983408e-02 0.2813011350 -0.209351468 0.1013500356
## 1828 -9.281127680 -1.131823e+00 -0.5247063952 -1.251439755 0.7338358896
## 1829 -9.079189000 -1.835556e-02 -0.0537647810 -0.181480920 0.1751728681
## 1830 -8.970380848 -5.775591e-02 -0.1276131141 -0.196445565 0.1356666944
## 1831 -8.818282282 -4.321366e-01 -0.3250823081 -0.452195943 0.2260370189
## 1832 -8.728338823 -7.749681e-01 -0.5802183887 -0.700891516 0.4208941423
## 1833 -8.505213982 -1.079017e+00 -0.7417694832 -1.050172473 0.4877310162
## 1834 -8.182560122 -1.267003e+00 -0.3367118922 -0.900470248 0.3905292527
## 1835 -8.087130648 -1.312442e+00 -0.3073520738 -0.852707802 0.3548138065
## 1836 -7.950705463 -1.506735e+00 -0.4494347511 -0.946060016 0.4287948254
## 1837 -7.813596024 -1.532524e+00 -0.5042559278 -0.920601982 0.3836876283
## 1838 -7.809471667 -1.532528e+00 -0.5126302665 -0.917769391 0.3760080074
## 1839 -7.568315207 -1.969887e+00 -0.5936299033 -1.038641369 0.3504612204
## 1840 -7.236260335 -2.163644e+00 -0.7731840909 -0.760319042 0.4578381078
## 1841 -7.090205801 -2.432381e+00 -0.8233115926 -0.856885490 0.4893396655
## 1842 -7.074080708 -2.440937e+00 -0.8292844180 -0.858347900 0.4884862070
## 1843 -6.712335857 -2.737548e+00 -0.9784488373 -0.832766197 0.4921906370
## 1844 -6.654720947 -2.749538e+00 -0.9395792588 -0.767086957 0.4747870023
## 1845 -6.270204415 -2.765792e+00 -1.1275702251 -0.658604653 0.4212863798
## 1846 -6.017714549 -2.647950e+00 -0.6200363864 -0.880859335 0.7115456973
## 1847 -5.670380357 -2.246331e+00 -0.4827441737 -1.324363807 0.5693599409
## 1848 -5.460683521 -2.139083e+00 -0.6086088484 -1.261100773 0.6560057533
## 1849 -5.454600123 -2.139071e+00 -0.6092247272 -1.260806387 0.6551181604
## 1850 -5.178342917 -2.192173e+00 -0.6497088854 -1.526446032 0.6567639200
## 1851 -4.908715331 -1.920368e+00 -0.5426552025 -1.796806604 0.6081666191
## 1852 -4.884081788 -1.912334e+00 -0.5474721406 -1.791292790 0.6037215353
## 1853 -4.832821702 -1.924646e+00 -0.5648652110 -1.787750201 0.6010156633
## 1854 -4.677473387 -1.807692e+00 -0.5230031778 -1.624705499 0.5183237706
## 1855 -4.240140407 -1.813878e+00 -0.0534929255 -1.330530891 0.3911887238
## 1856 -4.043183559 -1.914540e+00 0.4768034941 -1.042073157 0.6701312533
## 1857 -3.761877896 -2.183716e+00 0.6768104413 -0.971022078 0.6411646753
## 1858 -3.549757307 -2.339413e+00 0.7722568319 -0.893371101 0.5943705409
## 1859 -3.525217151 -2.352676e+00 0.7692244662 -0.892229419 0.5890730417
## 1860 -3.259559531 -2.362186e+00 0.7592387251 -0.886485575 0.4431460387
## 1861 -2.985568435 -2.581390e+00 1.0184678278 -0.802098229 0.7903605715
## 1862 -2.852439735 -2.589642e+00 0.7625618270 -0.705991213 0.7331669002
## 1863 -2.846319272 -2.589578e+00 0.7619363989 -0.705867445 0.7323202677
## 1864 -2.791654727 -2.525025e+00 0.7927561477 -0.636633465 0.6830264487
## 1865 -2.420745178 -2.988021e+00 1.1932442719 -0.495901425 0.5983065637
## 1866 -2.049968296 -3.225940e+00 1.0647750496 -0.511513839 0.5060922162
## 1867 -1.821671273 -3.443441e+00 1.1633314250 -0.490769803 0.5171380570
## 1868 -1.618776040 -3.583750e+00 1.2370881773 -0.399207992 0.5007711594
## 1869 -1.555680024 -3.645915e+00 1.2589876291 -0.382602364 0.5046921402
## 1870 -1.286235369 -3.716016e+00 1.1121692860 -0.217684677 0.5415841281
## 1871 -1.090020415 -3.782546e+00 0.9077765880 -0.121301059 0.6160657291
## 1872 -1.083899953 -3.782481e+00 0.9071511599 -0.121177291 0.6152190966
## 1873 -0.984824993 -3.664811e+00 0.9529051159 0.005232128 0.5340451505
## 1874 -0.445305077 -3.616769e+00 0.6793960372 0.218806758 0.5320747440
## 1875 -0.319848566 -3.771966e+00 0.6427233721 0.200418487 0.5261875335
## 1876 -0.196570269 -3.811824e+00 0.5425795416 0.200960749 0.4957036727
## 1877 0.006550471 -3.903888e+00 0.4141205139 0.201869627 0.4481410023
## 1878 0.013655645 -3.905465e+00 0.4172269720 0.206219353 0.4501853339
## 1879 0.378646724 -3.710241e+00 0.3585265939 0.164229925 0.3526171970
## 1880 0.805835552 -3.603128e+00 0.1973513513 0.245042097 0.3564422992
## 1881 0.882058959 -3.589138e+00 0.1637691974 0.257126682 0.3482510310
## 1882 0.979974053 -3.540827e+00 0.1023008116 0.368493096 0.3581582412
## 1883 1.092887966 -3.617285e+00 0.0303014407 0.327386115 0.3580576917
## 1884 1.233656246 -3.706593e+00 -0.0116416483 0.347710823 0.3112782482
## 1885 1.288082496 -3.746298e+00 -0.0021006081 0.234491315 0.1184994847
## 1886 1.556367026 -3.890017e+00 0.0607927981 0.280395427 0.0389559870
## 1887 1.663079273 -4.003733e+00 0.2555736539 0.360289822 0.0502754442
## 1888 1.769640686 -4.017660e+00 0.2278519985 0.400784778 0.0752578873
## 1889 1.894271734 -4.148273e+00 0.2242320622 0.375227365 0.0671647656
## 1890 2.094669955 -3.985617e+00 0.3012618721 0.188581399 0.0274197014
## 1891 2.495186237 -4.242983e+00 0.2316603736 0.286546156 -0.1025921664
## 1892 2.679881857 -4.205303e+00 0.2294567237 0.306748192 -0.1416373479
## 1893 3.018383084 -4.099530e+00 0.0979888237 0.199682881 -0.0977400959
## 1894 3.155475344 -4.165893e+00 -0.0106403358 0.237899661 -0.0567807118
## 1895 3.235353942 -4.112336e+00 -0.0388903151 0.242639939 -0.0537306302
## 1896 3.566833954 -4.433357e+00 -0.0366239702 0.363264578 -0.1155406989
## 1897 3.682509354 -4.399808e+00 -0.1110555625 0.443207021 -0.0911735837
## 1898 3.843173610 -4.461184e+00 -0.1151136817 0.558373515 -0.0393926813
## 1899 3.946962649 -4.470101e+00 -0.1257127046 0.595201202 -0.0142317720
## 1900 4.017954830 -4.516465e+00 -0.1424948106 0.579861940 -0.0278253376
## 1901 4.330746183 -4.665844e+00 -0.3254754374 0.753554911 -0.0292099321
## 1902 4.546835546 -4.691520e+00 -0.4329392934 0.689146562 -0.0122092305
## 1903 4.626325145 -4.708860e+00 -0.4680944756 0.713164672 -0.0352537958
## 1904 5.633252930 -5.166193e+00 -0.7330750056 1.166221952 -0.1900200603
## 1905 5.649498482 -5.174578e+00 -0.7390788662 1.164205029 -0.1907403973
## 1906 5.937852836 -5.332549e+00 -0.8017630347 1.172623088 -0.2725792413
## 1907 6.275736339 -5.221354e+00 -0.6667023679 1.042186995 -0.3378645077
## 1908 6.460313203 -5.198484e+00 -0.7034029295 0.931037417 -0.5455830321
## 1909 6.798192862 -5.035120e+00 -0.8560791731 0.911983464 -0.5277305763
## 1910 7.622207340 -5.341704e+00 0.9239775150 1.549721824 0.6484387514
## 1911 8.005649440 -5.469993e+00 1.5570193262 1.905941389 1.0671227336
## 1912 8.268806997 -5.754974e+00 1.8369856226 2.017913252 1.0115326676
## 1913 8.411501831 -5.900552e+00 1.9251801641 2.111870156 1.0535134632
## 1914 8.589045290 -5.969900e+00 1.9991745585 2.195207726 1.0268228528
## 1915 8.697108091 -6.038861e+00 2.2085590458 2.368922625 1.2090543799
## 1916 9.083304939 -5.965514e+00 2.2518214659 2.655934832 1.3770164388
## 1917 9.423131353 -5.132230e+00 1.2479573131 1.823916502 0.7194143919
## 1918 -9.449293049 9.201828e-02 -0.1337802700 -0.190233451 0.4225425500
## 1919 -9.241485926 1.261114e+00 0.3841152409 1.103665039 -0.2063881285
## 1920 -9.053249912 1.328439e+00 0.2208613325 1.306247199 -0.1360324540
## 1921 -8.899804509 1.364024e+00 0.1447213793 1.345934535 -0.1699440574
## 1922 -8.787194989 1.362136e+00 0.0766520040 1.367964748 -0.1921138067
## 1923 -8.728422669 1.345963e+00 0.0379726257 1.370437272 -0.2042759162
## 1924 -8.247102247 1.327133e-01 -1.2783577974 0.671706611 0.7294866596
## 1925 -8.035365031 -1.129069e-01 -1.4112826891 0.478967643 0.7154082455
## 1926 -7.936898391 -1.346792e-01 -1.4956882603 0.458482064 0.7391936157
## 1927 -7.667492908 -3.422585e-01 -1.5758207237 0.623442749 0.7219675428
## 1928 -7.543481584 -7.456526e-02 -1.4339531934 0.820959011 0.5669693541
## 1929 -7.524196252 -7.158040e-02 -1.4405913894 0.828313513 0.5612111994
## 1930 -7.042528591 6.285795e-01 -1.2712589472 1.165659546 0.2767400713
## 1931 -6.707498426 4.668274e-01 -1.4125609958 0.917041378 0.2294299985
## 1932 -6.353472254 1.877142e-02 -1.3965271201 0.978448658 0.0709075491
## 1933 -6.286459630 -4.996649e-02 -1.3877596100 1.001266312 0.0521749038
## 1934 -6.047799733 -3.583568e-01 -1.1429278810 1.109394031 0.0102674981
## 1935 -5.883118039 -4.236017e-01 -1.0895435681 1.177466403 -0.0232309523
## 1936 -5.759670283 -3.341339e-01 -1.1184522180 1.287729088 -0.0343931697
## 1937 -5.535377444 -4.794082e-02 -0.9738983830 1.102042594 -0.1052793074
## 1938 -5.143375098 -4.683496e-01 0.1932202562 1.505759468 0.5102390981
## 1939 -4.889745671 -6.818458e-01 0.3105624493 1.644551840 0.5848829747
## 1940 -4.363207915 -8.678663e-01 0.7769517722 2.121102076 0.9052249399
## 1941 -4.303714897 -8.624276e-01 0.7528024021 2.157165641 0.9027253444
## 1942 -4.080501940 -8.380961e-01 0.5160955954 2.384330501 1.0119981833
## 1943 -4.050281601 -8.109733e-01 0.5183938157 2.390304499 1.0013839643
## 1944 -4.022671447 -8.204007e-01 0.5086796184 2.390822729 1.0030725515
## 1945 -4.002510438 -8.166187e-01 0.5046263226 2.394716473 0.9999803150
## 1946 -3.751618664 -3.836946e-01 0.6550578665 2.449901470 0.8606620752
## 1947 -2.903448764 -2.802965e-01 0.4350078299 2.225821315 2.3060230974
## 1948 -2.709515420 -3.155209e-01 0.3631846353 2.203476234 2.2974307148
## 1949 -2.668704865 -3.145235e-01 0.3494383085 2.207270242 2.2849612367
## 1950 -2.430403114 -2.706889e-01 0.3046959508 2.245325650 2.1892755710
## 1951 -2.251854155 -4.933447e-01 0.2164932404 2.146830431 2.1645840883
## 1952 -2.159572569 -3.758646e-01 0.2609918895 2.258052144 2.0820414193
## 1953 -1.973155079 -3.094949e-01 0.1892090911 2.349547259 2.0411576157
## 1954 -1.852242696 -2.378821e-01 0.1475513101 2.403139594 2.0304540785
## 1955 -1.751377739 -7.658255e-02 0.1351624370 2.588517665 2.0129518071
## 1956 -1.586183164 4.054374e-03 0.0327656446 2.702320119 2.0534273016
## 1957 -1.566040577 3.198900e-04 0.0245521789 2.701068917 2.0499970254
## 1958 -1.483324848 7.400834e-02 0.0259418172 2.769064680 2.0193315159
## 1959 -1.067499650 1.960398e-01 -0.2228682490 3.049988577 2.0826781885
## 1960 -0.839230401 1.140945e-01 -0.3379653630 2.994309111 2.0740294087
## 1961 -0.792235300 7.912384e-02 -0.3569540775 2.988946732 2.0757480883
## 1962 -0.626602040 1.312669e-01 -0.3746315337 2.993860798 1.9930609404
## 1963 -0.502205907 2.044652e-01 -0.3917737843 3.097713093 1.9572078800
## 1964 -0.206909623 2.553055e-01 -0.6869263288 3.385928105 2.0860574385
## 1965 0.027239493 2.321726e-01 -0.7863986488 3.424429457 1.9810235241
## 1966 0.927671251 4.027902e-01 -1.0277218463 3.777861287 1.8980156390
## 1967 0.947162872 3.862814e-01 -1.0322335212 3.774779076 1.8923527928
## 1968 1.160094394 2.202050e-01 -1.1321394860 3.632082885 1.8633572806
## 1969 1.441464380 5.023226e-01 -1.1216678304 3.636123328 1.8061723518
## 1970 1.516557933 4.855459e-01 -1.1570888565 3.650428593 1.7967694137
## 1971 1.876453915 2.271914e-02 -0.9218566193 3.712555578 1.7509297559
## 1972 1.932099040 -2.635748e-02 -0.8710941830 3.742453233 1.7428767700
## 1973 1.998796600 -8.461342e-03 -0.8991192802 3.766714276 1.7477197490
## 1974 2.153009562 1.363036e-01 -0.8812830786 3.812078232 1.7275285972
## 1975 2.227500027 1.994484e-01 -0.8998510715 3.830430563 1.7214706143
## 1976 2.903083696 5.166723e-01 -1.4464683670 4.352464800 1.9778061417
## 1977 3.001931386 5.626529e-01 -1.4403379203 4.325662099 1.9564940679
## 1978 3.414348686 8.291601e-01 -1.3922412504 4.157336594 1.8343772812
## 1979 3.533305971 9.508253e-01 -1.3755681768 4.143608180 1.8023712884
## 1980 4.206452517 1.430644e+00 -1.1932441738 3.759162417 1.7772367959
## 1981 4.284998254 1.467862e+00 -1.2264025040 3.783801792 1.7747988817
## 1982 4.647664635 1.710538e+00 -1.2276274101 3.788774020 1.6671235268
## 1983 4.755445920 1.778095e+00 -1.2506810993 3.853707824 1.6480956010
## 1984 4.860466817 1.798650e+00 -1.2834121048 3.834592131 1.6668278048
## 1985 4.871078596 1.802688e+00 -1.2844074555 3.837125396 1.6648293565
## 1986 5.119629023 2.142232e+00 -1.2075238064 3.931313967 1.5631325066
## 1987 5.328946847 2.336137e+00 -1.1864531333 3.970025429 1.4945672613
## 1988 5.699288083 2.082593e+00 -1.1820285568 4.104053596 1.3721504321
## 1989 5.780169584 2.110805e+00 -1.1999689767 4.145066708 1.3585653163
## 1990 6.355015190 1.685803e+00 -1.0566712858 4.290647664 1.3293348590
## 1991 6.494746809 1.695191e+00 -1.0371873973 4.348711684 1.3017965807
## 1992 7.022968381 2.044776e+00 -0.9933453729 4.292598221 1.1563521488
## 1993 7.211307641 2.058807e+00 -0.9635843258 4.270563273 1.1790139884
## 1994 7.271062177 2.083447e+00 -0.9796382182 4.282955255 1.1867134377
## 1995 7.305170205 2.062463e+00 -0.9898982482 4.280141851 1.1800250712
## 1996 8.171220776 2.148683e+00 -1.2279817827 4.173831550 1.0183271685
## 1997 8.265464949 2.112435e+00 -1.2166045532 4.085136406 0.8290306958
## 1998 8.666260983 2.356892e+00 -1.2292509500 4.135505543 0.7499788157
## 1999 8.721208253 2.360649e+00 -1.2562219735 4.144298286 0.7419220403
## 2000 9.427170741 3.292146e+00 -1.8923345737 2.980174373 0.1421683461
## 2001 9.623483947 3.393422e+00 -1.9318944699 2.924113766 0.0956131428
## 2002 10.111850507 3.156059e+00 -1.9415197177 2.846601044 -0.2850665784
## 2003 10.244141934 3.125441e+00 -1.9142716659 2.870335268 -0.3152125427
## 2004 11.288703046 3.324143e+00 -2.1041143272 2.032313810 1.3076400567
## 2005 11.461830468 3.530067e+00 -2.0428054141 1.847715676 1.1713923055
## 2006 12.136857116 4.072915e+00 -2.0214279244 1.529805659 1.2271462358
## 2007 12.347182485 4.167591e+00 -2.0857295485 1.512069498 1.2366065482
## 2008 12.495353826 4.166464e+00 -2.1566430843 1.540052361 1.1891725858
## 2009 12.577903263 4.254351e+00 -2.1373171956 1.513603759 1.1750567659
## 2010 12.880299526 4.324776e+00 -2.1747017447 1.626677847 1.0667824361
## 2011 12.978747856 4.307098e+00 -2.1780296860 1.659271339 1.1015791627
## 2012 13.094376326 4.305573e+00 -2.2024724192 1.688119584 1.1163858147
## 2013 -9.584843319 1.167976e+00 0.1289720549 1.305620011 0.1820309398
## 2014 -9.579711762 2.603303e+00 0.4548158796 2.762853392 -0.1409463732
## 2015 -9.569389613 2.607180e+00 0.4526410706 2.766299831 -0.1440100347
## 2016 -9.441396782 2.667113e+00 0.4111262866 2.800090876 -0.1721258497
## 2017 -9.435892645 2.666801e+00 0.4081514912 2.802211612 -0.1751438689
## 2018 -9.400036617 2.657466e+00 0.3980934665 2.794533739 -0.1855452718
## 2019 -8.507629048 -6.849901e-01 -0.2214949929 -0.561079554 0.1539899389
## 2020 -8.131568714 -6.165137e-01 -0.3898910581 -0.339881142 0.1118014402
## 2021 -7.986428164 -6.206671e-01 -0.3931611604 -0.279869448 0.0821701718
## 2022 -7.734063979 -6.774721e-01 -0.6156149852 -0.126661590 0.1799414773
## 2023 -6.254002722 -2.048189e+00 -1.5726016698 -0.145529879 0.6701398168
## 2024 -5.933902239 -2.118017e+00 -1.5399754450 -0.064135751 0.5106840907
## 2025 -5.586170411 -2.545859e+00 -1.5843714855 -0.144196050 0.4101405463
## 2026 -5.438588938 -2.641816e+00 -1.5462007939 -0.062144995 0.3874291637
## 2027 -5.271939325 -2.700948e+00 -1.6250777928 -0.060228634 0.3342410659
## 2028 -5.056732845 -2.896104e+00 -1.7329005647 -0.173953993 0.3052407974
## 2029 -5.012404665 -2.948266e+00 -1.7429731230 -0.187411569 0.2839398300
## 2030 -4.879072175 -3.002950e+00 -1.7642924143 -0.219891894 0.2378895781
## 2031 -4.558516289 -3.285788e+00 -1.8030234175 -0.155082927 0.1008724982
## 2032 -4.371493094 -3.448345e+00 -1.6952673808 -0.076217918 0.0494809792
## 2033 -4.000887638 -3.456653e+00 -1.5323323335 0.247865835 -0.0315829586
## 2034 -3.768590026 -3.555115e+00 -1.5745118074 0.268334243 -0.1109240983
## 2035 -3.659930222 -3.703682e+00 -1.6356457133 0.189702085 -0.1190663874
## 2036 -3.294132948 -4.223595e+00 -1.3390551800 0.222216511 -0.1737887137
## 2037 -3.090919975 -4.280011e+00 -1.2310817386 0.342834234 -0.2554195027
## 2038 -3.008285821 -4.386842e+00 -1.1499410799 0.385310239 -0.2741422945
## 2039 -2.891330718 -4.309655e+00 -1.1360353758 0.430705501 -0.3522478408
## 2040 -2.808307670 -4.363506e+00 -1.1878656234 0.458890513 -0.3701811582
## 2041 -2.724183802 -4.375041e+00 -1.2134673166 0.467953900 -0.3909616380
## 2042 -2.695666507 -4.399542e+00 -1.2275751217 0.462572332 -0.4001048174
## 2043 -2.074465271 -4.699543e+00 -1.0345871523 0.561360617 -0.6034370782
## 2044 -1.858560224 -4.847027e+00 -1.1739576487 0.540686714 -0.6547251389
## 2045 -1.770385279 -4.829088e+00 -1.1928844624 0.540798100 -0.6955784451
## 2046 -1.591616346 -4.758010e+00 -1.2872944453 0.675965001 -0.6902034641
## 2047 -0.863876646 -5.183354e+00 0.1915712925 1.447268975 0.0745087163
## 2048 -0.748771284 -5.290344e+00 0.2589889558 1.498664823 0.0434524305
## 2049 -0.583098945 -5.164885e+00 0.2162727633 1.657614859 0.0342155375
## 2050 -0.481478629 -5.148695e+00 0.1603913020 1.736395396 0.0747919458
## 2051 -0.234986802 -5.108552e+00 0.0883023485 1.622878784 0.0904452423
## 2052 0.479466701 -5.500507e+00 -0.0379777017 1.753276183 0.0582894612
## 2053 0.510550632 -5.558667e+00 -0.0546571118 1.699545380 0.0841641199
## 2054 0.713900270 -5.638268e+00 -0.1392477744 1.692887946 0.0043178922
## 2055 0.828456750 -5.747319e+00 -0.1235530986 1.754471631 -0.0391224366
## 2056 1.021283003 -5.768573e+00 -0.2994920288 1.890064642 0.0389519323
## 2057 1.092308172 -5.816066e+00 -0.3234415366 1.884505368 0.0337515272
## 2058 1.235943389 -5.885479e+00 -0.3533493899 1.904480694 0.0302617072
## 2059 1.502386776 -6.040199e+00 -0.3458873491 1.949645785 -0.0705240617
## 2060 1.592225837 -6.145086e+00 -0.2942921971 1.955206975 -0.0798856036
## 2061 2.737453570 -6.590813e+00 -0.5101387768 1.422076024 2.3462107337
## 2062 3.167703245 -6.965536e+00 -0.6709186328 1.260177220 2.3127651190
## 2063 3.394316626 -6.960342e+00 -0.7821952105 1.323076311 2.3080347026
## 2064 3.437481417 -6.973271e+00 -0.7932141843 1.324740663 2.2991246254
## 2065 3.500795886 -7.046966e+00 -0.8080117802 1.308842486 2.2745826348
## 2066 4.189176959 -7.285010e+00 -0.7751594870 1.510646451 2.1480057250
## 2067 4.231632480 -7.299663e+00 -0.8034635659 1.505888305 2.1335491466
## 2068 4.449512254 -7.373888e+00 -0.8879519176 1.651371885 2.1573688951
## 2069 4.629650617 -7.484376e+00 -0.9034552437 1.643515896 2.1186660953
## 2070 5.215260318 -7.876446e+00 -0.6902431142 1.805614441 1.9510607513
## 2071 5.221343716 -7.876435e+00 -0.6908589930 1.805908828 1.9501731584
## 2072 5.679869082 -8.085937e+00 -0.7832631194 1.830063323 1.8601730396
## 2073 5.938305932 -8.378211e+00 -0.8379490967 1.896751637 1.7402339263
## 2074 6.073028618 -8.443047e+00 -0.9060151807 1.894218648 1.7344402418
## 2075 6.464467082 -8.636997e+00 -0.8843135761 2.038320579 1.7068687168
## 2076 6.611435503 -8.631265e+00 -0.9679029474 2.129385400 1.7232009482
## 2077 6.651995177 -8.585964e+00 -1.0110091199 2.077848289 1.6460935088
## 2078 6.698694398 -8.618316e+00 -0.9551227621 2.144804774 1.6876480426
## 2079 7.014569676 -8.617495e+00 -1.0319415100 2.157477744 1.7885020733
## 2080 7.038804943 -8.603916e+00 -1.0317162181 2.160906323 1.7818635743
## 2081 7.347059842 -8.780180e+00 -1.1025768961 2.124284050 1.8215132145
## 2082 7.357671622 -8.776141e+00 -1.1035722468 2.126817315 1.8195147662
## 2083 7.456408799 -8.850535e+00 -1.0514857518 2.204485291 1.8731954442
## 2084 7.699033357 -9.082543e+00 -1.0791742355 2.049029857 1.8767842817
## 2085 7.837627086 -9.061104e+00 -1.2332200435 2.175173111 1.9476793090
## 2086 7.972585450 -9.012249e+00 -1.1022061682 2.322499924 1.9369563879
## 2087 8.259314525 -8.973100e+00 -1.0515689057 2.391278322 1.9116331694
## 2088 8.572508506 -8.821245e+00 -1.0995824489 2.333409250 1.8108288732
## 2089 8.737259350 -8.806506e+00 -1.1578149968 2.305789431 1.8090818190
## 2090 9.032337804 -8.994566e+00 -1.0618545978 2.487039769 1.8614009602
## 2091 9.155432601 -8.948711e+00 -1.3794631307 2.369853843 1.7206903194
## 2092 9.497087588 -9.125338e+00 -1.2735445648 2.564685209 1.7605355659
## 2093 9.654000747 -9.181791e+00 -1.0591841122 2.756118449 1.9229443196
## 2094 9.953133594 -9.296231e+00 -0.7026813119 3.133643783 2.2818078880
## 2095 10.029590277 -9.243826e+00 -1.1413382364 2.856245521 1.7973769557
## 2096 10.432933032 -9.621727e+00 -0.1161857175 3.577581521 2.2738707894
## 2097 10.877483565 -9.893276e+00 0.1251921664 3.664603808 2.4479505583
## 2098 11.213062347 -1.026513e+01 0.3546097176 3.783617839 2.2797618198
## 2099 -9.594833036 2.738733e+00 0.6998032928 2.833493477 -0.3515542465
## 2100 -9.542905272 2.705669e+00 0.6765109699 2.831430081 -0.3665361712
## 2101 -9.491914450 2.651549e+00 0.6595067367 2.822308336 -0.3834160886
## 2102 -8.853559792 -1.939945e+00 -1.2319332030 -1.888436334 1.0396932315
## 2103 -8.578766554 -1.605086e+00 -1.0367484980 -1.536252427 0.7535541463
## 2104 -8.479783057 -1.602971e+00 -1.0829439540 -1.552637203 0.8575560897
## 2105 -8.381196371 -1.660514e+00 -1.1384286680 -1.610072422 0.8669992419
## 2106 -8.353615733 -1.647375e+00 -1.1406144073 -1.605023237 0.8600214263
## 2107 -7.964207990 -1.510763e+00 -1.0231488280 -1.151827373 0.6711701181
## 2108 -7.642023058 -1.152954e+00 -0.9545094997 -0.732728225 0.4446240400
## 2109 -7.345509738 -8.966439e-01 -0.9479974518 -0.713331253 0.3340669512
## 2110 -7.301288004 -8.777987e-01 -0.9580201025 -0.700659058 0.3154917596
## 2111 -6.899432077 -4.483082e-01 -0.9754331689 -0.648275140 0.2266862981
## 2112 -6.858841526 -4.419440e-01 -1.0012454035 -0.575776554 0.2150254394
## 2113 -6.723948291 -1.572003e-01 -0.8155047636 -0.325884223 -0.0029644454
## 2114 -6.621996801 -1.397871e-02 -0.7514371402 -0.294262752 -0.0644359327
## 2115 -6.490933669 2.019845e-02 -0.8363170881 -0.176934469 -0.0913545997
## 2116 -6.383942526 6.047230e-03 -0.9873424470 -0.096515114 -0.0200728125
## 2117 -6.221776833 1.786554e-01 -0.9819971412 0.081990899 -0.1295010832
## 2118 -6.009232843 1.578278e-01 -1.0296760673 0.024219725 -0.1747171373
## 2119 -5.806842863 2.899803e-01 -1.1118629178 -0.035409738 -0.1797456763
## 2120 -5.680436399 2.397708e-01 -1.1897231597 -0.035860519 -0.2115121393
## 2121 -5.631516531 2.999891e-01 -1.1611158624 -0.069104218 -0.2280968849
## 2122 -5.608836282 3.175834e-01 -1.1606541636 -0.063731148 -0.2349586463
## 2123 -5.554797060 4.878250e-01 -1.0567833880 0.066066621 -0.3348994737
## 2124 -5.529810959 5.051053e-01 -1.0808029806 0.099754337 -0.3385752647
## 2125 -5.492720541 5.152880e-01 -1.0881611141 0.110972715 -0.3415851041
## 2126 -5.441467630 5.638890e-01 -1.0851409148 0.124690824 -0.3593867480
## 2127 -5.227297544 6.216954e-01 -1.1099317050 0.143398369 -0.4579904070
## 2128 -5.042622580 7.716952e-01 -1.1377852813 0.346908027 -0.5091810316
## 2129 -4.835093804 6.138065e-01 -1.4206335325 0.332264572 -0.3510358967
## 2130 -4.656736173 5.095595e-01 -1.5429893318 0.305281584 -0.3427272369
## 2131 -4.550682197 4.840767e-01 -1.5965499872 0.304555596 -0.3627072971
## 2132 -4.535542037 4.921427e-01 -1.5979248098 0.309327739 -0.3658166008
## 2133 -4.374316917 4.261994e-01 -1.6202973292 0.253930210 -0.3843492622
## 2134 -4.334570235 4.408395e-01 -1.6267760211 0.264289008 -0.3870984679
## 2135 -4.319827640 4.286051e-01 -1.6281611288 0.261972567 -0.3922436294
## 2136 -4.287236110 4.207891e-01 -1.6335728676 0.257426475 -0.4056336094
## 2137 -4.276618464 4.163240e-01 -1.6392500095 0.258242264 -0.4085321602
## 2138 -4.117186972 4.785116e-01 -1.6241521891 0.199048653 -0.4726990767
## 2139 -3.823951300 5.895783e-01 -1.6734132101 0.172560623 -0.4981434435
## 2140 -3.571661945 4.498171e-01 -1.8085219221 0.034673978 -0.4779654791
## 2141 -3.550791093 4.460522e-01 -1.8155280627 0.033135950 -0.4799599770
## 2142 -3.205304331 5.071968e-01 -2.1135555216 0.277290614 -0.3685420448
## 2143 -3.030307220 5.305588e-01 -2.1375304445 0.293372572 -0.4274095759
## 2144 -2.953898586 5.455392e-01 -2.1635340356 0.330708137 -0.4352538444
## 2145 -2.672257230 7.696123e-01 -2.2204298012 0.357565885 -0.4471508723
## 2146 -2.564614558 8.194116e-01 -2.2845507913 0.401548286 -0.4128691675
## 2147 -2.465328417 9.472806e-01 -2.2685067734 0.405388529 -0.4378964593
## 2148 -2.110681339 8.985404e-01 -2.5396797920 0.607949799 -0.3900034609
## 2149 -2.084794685 9.074537e-01 -2.5447855075 0.616878663 -0.3938012437
## 2150 -0.971730261 1.015678e+00 -3.0130021435 0.404208834 1.5504172110
## 2151 -0.871967656 9.675118e-01 -3.0709562403 0.330248243 1.5880949200
## 2152 -0.605953336 7.075037e-01 -3.1825447583 0.246388553 1.5511802082
## 2153 -0.252124008 4.230115e-01 -2.9655433956 0.337133108 1.5035933737
## 2154 -0.185497381 3.744168e-01 -2.9176557147 0.372120212 1.4955262512
## 2155 0.146521786 4.564488e-01 -2.7984148120 0.343708085 1.3585158764
## 2156 0.366377561 3.663154e-01 -2.8632735195 0.301259779 1.3656886970
## 2157 0.444418012 3.623249e-01 -2.8887706278 0.295865943 1.3367867195
## 2158 0.557125644 3.671426e-01 -2.8609525795 0.280266480 1.3055032775
## 2159 0.633396737 3.741893e-01 -2.8838340687 0.302971499 1.2888730642
## 2160 1.005380506 8.579596e-01 -2.8538880937 0.269233563 1.1973529436
## 2161 1.069427683 9.058172e-01 -2.8495333730 0.239092727 1.1910953230
## 2162 1.569107166 1.340513e+00 -2.7430761523 -0.167658796 1.1158577017
## 2163 1.906633840 1.339057e+00 -2.8259737605 -0.280892184 1.4628912277
## 2164 2.101349822 1.335429e+00 -2.8653619805 -0.334036958 1.4039352779
## 2165 2.138661379 1.348020e+00 -2.8704882376 -0.326701174 1.3960320104
## 2166 2.363330150 1.432088e+00 -2.8689715079 -0.337194209 1.3032985399
## 2167 2.494612955 1.416326e+00 -2.9160574372 -0.362787405 1.3170555390
## 2168 2.552629086 1.386221e+00 -2.9334663313 -0.383400183 1.3004983693
## 2169 2.684239962 1.399253e+00 -3.0102818254 -0.295562909 1.2954579197
## 2170 2.867218236 1.374095e+00 -3.0535156810 -0.231520950 1.2322256290
## 2171 3.117088833 1.134969e+00 -3.0746837908 -0.255388843 1.1319153607
## 2172 3.170095662 1.090249e+00 -3.0366692794 -0.231148026 1.1187156877
## 2173 3.529081014 1.176452e+00 -3.0299333555 -0.121115875 1.0959577354
## 2174 3.642414274 1.177755e+00 -3.0746614411 -0.146890175 1.1181002114
## 2175 3.721915666 1.044171e+00 -3.1057651829 -0.228982427 1.1081634061
## 2176 3.824023004 9.220130e-01 -3.1597706000 -0.276292129 1.1067290296
## 2177 3.831272973 9.222828e-01 -3.1594921969 -0.273643313 1.1055838992
## 2178 3.879753475 8.426064e-01 -3.1954608736 -0.327404297 1.1196338244
## 2179 3.907653079 8.333713e-01 -3.2060769894 -0.327233593 1.1210545889
## 2180 4.210655651 6.367393e-01 -3.1635669583 -0.161926640 1.0047691639
## 2181 4.313223609 5.861947e-01 -3.1521298647 -0.110500484 0.9919166525
## 2182 4.583731941 7.186124e-01 -3.2255507376 -0.173111307 0.9911309248
## 2183 4.724375453 7.803879e-01 -3.1469889122 -0.128705786 0.9549539571
## 2184 4.808531246 7.196464e-01 -3.2197680171 -0.162324966 0.9656333488
## 2185 4.902833898 7.107096e-01 -3.2393979638 -0.148830000 0.9379225623
## 2186 4.913764365 7.063402e-01 -3.2433999909 -0.148866107 0.9364129087
## 2187 4.938323164 6.856131e-01 -3.2506020757 -0.153039991 0.9308183303
## 2188 4.957333372 6.989781e-01 -3.2484908858 -0.149645601 0.9266193072
## 2189 5.303279277 5.679684e-01 -3.3334967575 -0.156640466 0.9749395683
## 2190 5.395337426 5.559687e-01 -3.3392839124 -0.126128105 1.0055090474
## 2191 5.533339937 6.996444e-01 -3.3066124203 -0.065720174 0.9367400073
## 2192 5.624496349 8.003710e-01 -3.2897289439 -0.073128787 0.9078089295
## 2193 5.740506262 8.353007e-01 -3.2941590973 -0.137808183 0.8930048846
## 2194 5.872927778 8.861335e-01 -3.3163269258 -0.128071176 0.8721473630
## 2195 5.929472454 8.853162e-01 -3.3083847885 -0.134969502 0.8859468783
## 2196 6.116432802 7.608175e-01 -3.2924988695 -0.045400619 0.8204062383
## 2197 6.366682283 6.192870e-01 -3.2665187041 0.036479302 0.8176323675
## 2198 6.480906434 5.989737e-01 -3.3087963476 0.031402623 0.7925909901
## 2199 -9.669514576 1.283540e+00 -0.3247681694 1.545242589 0.6119294958
## 2200 -9.582366441 1.263706e+00 -0.3982974769 1.560193393 0.6056266762
## 2201 -9.251558315 -1.350790e+00 -0.9519987522 -1.272909724 1.0156580479
## 2202 -8.961113407 -1.337436e+00 -1.1662179514 -1.057990467 1.1087226744
## 2203 -8.545496543 -6.004176e-01 -0.8723594772 -1.023412516 1.0764411025
## 2204 -8.480571240 -4.269802e-01 -0.7718492528 -0.875450314 0.9940344151
## 2205 -8.430760018 -3.923922e-01 -0.7682084720 -0.907984745 0.9887482707
## 2206 -8.162593761 -7.001119e-01 -1.1012251094 -1.016110492 1.1732153451
## 2207 -7.891456583 -8.996154e-01 -1.2121899053 -1.033316549 1.1106451026
## 2208 -7.783345213 -1.104220e+00 -1.3321089963 -1.171501695 1.1427076684
## 2209 -7.611281911 -8.931229e-01 -1.3393686630 -1.189945735 1.1272561731
## 2210 -7.435381802 -9.449073e-01 -1.3060861831 -1.157157756 1.0175806831
## 2211 -7.292478473 -9.992539e-01 -1.4071640703 -1.176639331 1.0941315047
## 2212 -7.284286677 -1.001509e+00 -1.4082004244 -1.178085326 1.0930415608
## 2213 -7.128750425 -1.055984e+00 -1.4964207192 -1.219863809 1.0870776995
## 2214 -6.806889597 -1.132993e+00 -1.6057928599 -1.232867393 0.9662306019
## 2215 -6.697707517 -1.174904e+00 -1.6459129921 -1.237305620 0.9306458656
## 2216 -6.614283761 -1.188172e+00 -1.5970382628 -1.252638037 0.9181547316
## 2217 -6.189167262 -1.411914e+00 -1.3767099104 -1.220501969 0.9178238152
## 2218 -5.742491260 -1.171147e+00 -1.3783819307 -0.893943139 0.6954612644
## 2219 -5.550084133 -1.325249e+00 -1.5686138082 -0.895473998 0.7905962254
## 2220 -5.156822307 -1.675602e+00 -1.5768557279 -0.819754286 0.7516336633
## 2221 -5.010671979 -1.649619e+00 -1.4943461704 -0.725386374 0.6452024271
## 2222 -4.855709964 -1.694441e+00 -1.5689339700 -0.579670255 0.7034158313
## 2223 -4.849626566 -1.694429e+00 -1.5695498488 -0.579375868 0.7025282384
## 2224 -4.819307025 -1.819764e+00 -1.6281851766 -0.688381619 0.7473678724
## 2225 -4.642660234 -1.949393e+00 -1.6422781239 -0.634863941 0.6789147760
## 2226 -4.471400844 -2.117126e+00 -1.5558583319 -0.559753330 0.5861680834
## 2227 -3.430207966 -1.340452e+00 -1.4869811824 -1.215277932 0.6441545614
## 2228 -3.409062025 -1.353292e+00 -1.4956324811 -1.217618742 0.6433181701
## 2229 -3.411369050 -1.397802e+00 -1.5183569672 -1.173006233 0.6350952261
## 2230 -3.019237271 -1.335956e+00 -1.4980228645 -1.086580159 0.4227450500
## 2231 -2.921516090 -1.322854e+00 -1.5915443250 -0.935295586 0.4283151843
## 2232 -2.689969730 -1.210695e+00 -1.6140418768 -0.753848565 0.4075713577
## 2233 -2.446791502 -1.337160e+00 -1.7401124007 -0.804622044 0.3463631681
## 2234 -2.374468810 -1.271401e+00 -1.7391120725 -0.745945130 0.2952634955
## 2235 -2.368594526 -1.270926e+00 -1.7406704721 -0.746877852 0.2936941220
## 2236 -2.251672184 -1.309510e+00 -1.7965561568 -0.770416551 0.2753608372
## 2237 -2.126658624 -1.389455e+00 -1.9122146954 -0.799567334 0.2659822916
## 2238 -1.698564911 -1.895256e+00 -1.6938222936 -0.695687823 0.1842420421
## 2239 -1.290912738 -2.090384e+00 -1.4175163358 -0.414810787 0.5260177513
## 2240 -1.036985832 -2.239263e+00 -0.1978736087 0.061180820 1.2198425443
## 2241 -0.764049449 -2.420182e+00 0.0019308342 0.307330627 1.2628056970
## 2242 -0.741369199 -2.402587e+00 0.0023925330 0.312703698 1.2559439356
## 2243 -0.509494955 -2.287963e+00 -0.0794018263 0.369739564 1.2465488572
## 2244 0.080260344 -2.537252e+00 0.7832678667 0.664777638 1.8673855311
## 2245 1.968302165 -3.017204e+00 1.0148266661 0.596098972 4.8228357758
## 2246 2.001033326 -3.023557e+00 1.0533536988 0.557231177 4.8646079098
## 2247 2.247431310 -3.182628e+00 1.0256273739 0.576822046 4.8022540644
## 2248 2.552231924 -3.058816e+00 1.0894429686 0.611081173 4.7204576301
## 2249 2.713748834 -3.039291e+00 1.0365313021 0.609459038 4.6616223290
## 2250 2.785597283 -2.968524e+00 1.0622428666 0.656529730 4.5955506688
## 2251 3.090408314 -2.889485e+00 1.0685577097 0.464607855 4.8568005463
## 2252 3.145501480 -2.880987e+00 1.0565626285 0.475710702 4.8517931868
## 2253 3.331473082 -2.806123e+00 1.0431410515 0.515804660 4.8612822903
## 2254 3.486650816 -2.831213e+00 1.0126157778 0.556857814 4.8976846915
## 2255 3.549916592 -2.813080e+00 1.0123488259 0.520733510 4.8876744945
## 2256 3.971976610 -2.463451e+00 1.1589246991 0.290572423 4.8000170971
## 2257 4.115418752 -2.628029e+00 1.2038870172 0.288208553 4.8251095005
## 2258 4.326371311 -2.766638e+00 1.1954225994 0.356484864 4.7783827001
## 2259 4.398302605 -2.839501e+00 1.2011394025 0.378018585 4.7593739296
## 2260 4.753704492 -3.178387e+00 1.4775471602 0.425041678 4.8414373776
## 2261 5.050620413 -3.531093e+00 1.6137091287 0.516520266 4.7502274898
## 2262 5.199668589 -3.666431e+00 1.5853906499 0.515986988 4.6991025212
## 2263 5.396030331 -3.648269e+00 1.5792288413 0.594660591 4.7425953870
## 2264 5.412155424 -3.656825e+00 1.5732560159 0.593198181 4.7417419285
## 2265 5.649331935 -3.669671e+00 1.4630605268 0.623587387 4.6389470847
## 2266 6.182673380 -3.072604e+00 1.3246784220 0.369264107 4.1626379124
## 2267 6.269453553 -2.970991e+00 1.3483045194 0.299039116 4.1528471339
## 2268 6.430861420 -2.888594e+00 1.3337155158 0.342989462 4.0955088353
## 2269 6.571552905 -2.848838e+00 1.3232128437 0.384930975 4.1023794444
## 2270 6.576140083 -2.828904e+00 1.2869537433 0.366996269 4.0659880858
## 2271 6.612402369 -2.790752e+00 1.2936791756 0.369609056 4.0501111426
## 2272 6.987044225 -2.503623e+00 1.2254062672 0.253780331 4.0520531950
## 2273 7.000280056 -2.514734e+00 1.2508467470 0.282462094 4.0716890741
## 2274 7.032509535 -2.497397e+00 1.2482505007 0.289195644 4.0637335246
## 2275 7.225868107 -2.487429e+00 1.1826707795 0.301736211 4.0222642120
## 2276 7.344476871 -2.512237e+00 1.1111289365 0.292329360 3.9924651430
## 2277 7.477806951 -2.503577e+00 1.0810698598 0.265295369 4.0084568208
## 2278 7.557873183 -2.417108e+00 1.1143257561 0.336186341 3.9515123003
## 2279 7.732785699 -2.382329e+00 0.9978234673 0.389539274 3.8140548498
## 2280 7.766292964 -2.403772e+00 1.1017898423 0.427197211 3.9002002733
## 2281 8.094004033 -2.012792e+00 1.3293721118 0.315145100 3.8489291538
## 2282 8.246003039 -1.833158e+00 1.3534330877 0.296197601 3.8186584979
## 2283 8.496335077 -1.818735e+00 1.4062400919 0.263857066 3.7663120923
## 2284 8.610702049 -1.847005e+00 1.3608793823 0.228171677 3.7786998754
## 2285 8.721804389 -1.806944e+00 1.3285472387 0.208462919 3.7896812151
## 2286 9.277014632 -1.564974e+00 1.4255037690 0.142582896 3.7310631521
## 2287 9.657395508 -1.528806e+00 1.3365186007 0.076609833 3.6750320238
## 2288 9.926498457 -1.385024e+00 1.5669394911 0.153785827 3.8533047185
## 2289 10.086687831 -1.247807e+00 1.6203567496 0.183149545 3.8196751793
## 2290 10.252318956 -1.416598e+00 2.0270018106 0.554494046 4.1526858434
## 2291 10.826612855 -1.747338e+00 2.7429281413 1.283913203 4.6761370665
## 2292 -9.626825523 -2.945400e+00 -2.2495499522 -2.858186172 2.3745751887
## 2293 -9.392820506 1.561324e+00 0.9209639826 1.208877433 -0.4870519866
## 2294 -9.368288752 1.570944e+00 0.9003449266 1.231018506 -0.4936889985
## 2295 -9.305808705 1.510688e+00 0.8796078095 1.227388522 -0.5096623873
## 2296 -9.257170304 1.506642e+00 0.8542112955 1.199939433 -0.4298402740
## 2297 -8.865027904 -1.675613e-01 -0.2929794265 -0.235003862 0.4648970313
## 2298 -8.724662750 -1.773034e-01 -0.2661981597 -0.276678037 0.4035507570
## 2299 -8.663651843 -1.284724e-01 -0.2921300428 -0.256770258 0.3970709819
## 2300 -8.033120480 1.071389e+00 0.1467060122 -0.214089508 0.0648292022
## 2301 -7.976211321 1.083149e+00 0.0807305314 -0.150342259 0.1071899069
## 2302 -7.907855145 1.086737e+00 0.0438431202 -0.131098422 0.0899697533
## 2303 -7.884682429 1.096020e+00 0.0420058177 -0.128842628 0.0842359145
## 2304 -7.653067309 1.065193e+00 -0.0246603011 -0.157359356 0.0672116759
## 2305 -7.515050772 1.196037e+00 -0.0032276448 0.004780872 0.0072206089
## 2306 -7.437806929 1.030060e+00 -0.0808503384 -0.146863811 0.0379419578
## 2307 -7.141027087 6.680746e-01 -0.1199171032 -0.175353340 -0.0141940320
## 2308 -6.945754617 8.084559e-01 0.0463996872 -0.027973227 -0.1563685596
## 2309 -6.816268998 9.028333e-01 0.0676532527 -0.100679058 -0.2040455360
## 2310 -6.677119322 6.286616e-01 -0.1097051664 -0.296039033 -0.1402353389
## 2311 -6.522807618 4.290991e-01 -0.1168888742 -0.306366281 -0.1945584233
## 2312 -6.245218028 3.811107e-01 -0.1154305772 -0.499954055 -0.2248110728
## 2313 -6.066101050 4.121548e-01 -0.1254357679 -0.448054832 -0.2598126435
## 2314 -6.047949182 4.257221e-01 -0.1245945972 -0.444920640 -0.2655635495
## 2315 -5.738360309 8.027740e-01 -0.0320187586 -0.186051056 -0.4733867155
## 2316 -5.635884696 8.896330e-01 -0.0058467051 -0.129153981 -0.5390922032
## 2317 -5.297465158 1.098569e+00 -0.1975503806 0.085330316 -0.4651291728
## 2318 -5.211890718 1.157758e+00 -0.2512337818 0.118883942 -0.4272182211
## 2319 -5.151962442 1.219939e+00 -0.2620820540 0.110284495 -0.4305011988
## 2320 -5.060165851 1.290333e+00 -0.2841759686 0.130158989 -0.4402057300
## 2321 -4.813946879 1.149199e+00 0.9035909033 0.609648721 0.2173235114
## 2322 -4.369341657 6.082945e-01 0.9639640827 0.794927409 0.0188536407
## 2323 -4.305301654 5.674705e-01 1.0146888081 0.828889246 0.0056643404
## 2324 -4.261586597 5.150623e-01 1.0526061258 0.847719578 -0.0059879645
## 2325 -4.079638808 7.854916e-01 1.1173113045 0.927575710 -0.1119380517
## 2326 -3.997148917 7.985089e-01 1.0161605236 1.038823429 -0.0520583437
## 2327 -3.914471845 8.356733e-01 0.9509923553 1.112739622 -0.0175328481
## 2328 -3.802319455 8.227088e-01 0.9198530192 1.102110160 -0.0522234875
## 2329 -3.459689212 4.234456e-01 1.1121674799 1.136035392 -0.0998523283
## 2330 -3.285422988 2.559974e-01 1.1583723422 1.092246675 -0.1307796446
## 2331 -2.992418346 1.243298e-01 1.1922810733 0.868368709 -0.1294798623
## 2332 -2.946571525 7.675019e-02 1.2049662344 0.749314299 -0.3180191301
## 2333 -2.729040043 8.999994e-02 1.1024837285 0.674353807 -0.2777790579
## 2334 -2.597853053 2.111296e-01 1.0967650038 0.635600616 -0.2790380176
## 2335 -2.363833650 3.196558e-01 1.1024653838 0.593962602 -0.3212617346
## 2336 -2.015077530 7.856697e-02 1.3174607992 0.637114983 -0.3628860058
## 2337 -1.807563411 -3.250064e-02 1.2796991497 0.635655380 -0.3982593894
## 2338 -1.645020305 -1.961466e-02 1.2167893877 0.716589502 -0.3772188611
## 2339 -1.359913202 1.703743e-01 1.1877585427 0.749294910 -0.4185403602
## 2340 -0.066419680 5.789364e-01 1.0143918885 0.227444639 0.9113985994
## 2341 0.026250215 5.776370e-01 1.0051522664 0.228659823 0.8808486971
## 2342 0.198777194 7.358329e-01 0.9861876290 0.218798411 0.8628627786
## 2343 0.465790214 9.015542e-01 0.8973915634 0.109004946 0.8561037414
## 2344 0.547543494 9.558854e-01 0.8937734477 0.080567253 0.8345048670
## 2345 0.735998236 1.117504e+00 0.8695154590 0.155556034 0.7813106316
## 2346 0.883265791 1.161450e+00 0.8255304548 0.169108164 0.7335460137
## 2347 0.928858879 1.139595e+00 0.8115290529 0.168275399 0.7293996929
## 2348 1.100112010 1.212734e+00 0.7519286173 0.001026438 1.0231334929
## 2349 1.796227722 1.182385e+00 0.6069341635 -0.090437433 0.8734454634
## 2350 1.846056619 1.232591e+00 0.6125259548 -0.081022703 0.8542154738
## 2351 2.145952249 1.308819e+00 0.6159107843 0.051712676 0.8773206915
## 2352 2.351514742 1.311487e+00 0.5719448864 0.066913319 0.9219456411
## 2353 2.548676292 1.501625e+00 0.5490981572 0.082661153 0.8917727792
## 2354 2.666589569 1.638993e+00 0.5753508044 0.022318063 0.8664151435
## 2355 2.983559095 1.769285e+00 0.8134478531 -0.248644938 1.0049440616
## 2356 3.074255785 1.742394e+00 0.7657413207 -0.252899281 0.9827783486
## 2357 3.154092603 1.681809e+00 0.7132035244 -0.296383047 0.9728350154
## 2358 3.617773683 1.388409e+00 1.5614770438 -0.118089089 1.0941339665
## 2359 3.757755201 1.337089e+00 1.6116250094 -0.062066540 1.1161714594
## 2360 3.955375520 1.306815e+00 2.2165788682 0.132690944 1.3336353581
## 2361 4.114147625 1.324624e+00 2.1474659800 0.077227374 1.3781401130
## 2362 4.248740280 1.456802e+00 2.1793609732 0.085327840 1.3828339787
## 2363 4.387400416 1.499076e+00 2.1821022364 0.133970382 1.4252574210
## 2364 4.746541130 1.966009e+00 2.2784245863 0.089353785 1.3197445822
## 2365 4.839764488 2.047864e+00 2.3133134076 0.072464414 1.3206450978
## 2366 4.950073648 2.161786e+00 2.3265938615 0.012253895 1.3246511942
## 2367 5.581187053 2.772230e+00 2.4249874908 -0.079424729 1.2742070831
## 2368 5.908078434 2.547684e+00 2.5488181539 -0.165476640 1.0627197240
## 2369 6.010521194 2.556562e+00 2.6162572675 -0.150784506 1.0521887245
## 2370 6.236868608 2.826195e+00 2.6755035046 -0.103785158 0.9509174625
## 2371 6.493453123 2.923086e+00 2.7632467086 -0.239368048 0.9025897461
## 2372 6.876191255 3.169167e+00 2.9483389402 -0.421800646 0.9633350026
## 2373 7.041816628 3.310667e+00 2.9350814508 -0.467762084 0.9459351863
## 2374 7.117969884 3.301507e+00 2.9706472196 -0.510336153 0.9814881867
## 2375 7.333268538 3.308806e+00 3.0033024836 -0.533584543 1.1132285404
## 2376 7.350937155 3.315304e+00 3.0498649362 -0.569817142 1.1549494727
## 2377 7.380168505 3.379387e+00 2.7747346302 -0.701140556 0.8483576881
## 2378 8.021577457 3.947075e+00 2.7865041523 -0.945568404 0.8200506399
## 2379 8.530618369 4.342147e+00 3.0359749292 -0.615069914 0.8530052957
## 2380 8.540799374 4.479088e+00 2.6280309677 -1.214281413 0.6187454090
## 2381 8.952306566 5.309473e+00 2.1968343008 -1.969532136 0.0820878392
## 2382 9.121894645 5.437252e+00 2.4159292430 -2.467171593 0.2048103025
## 2383 -9.774974313 1.300724e-01 -1.5154143720 0.638126639 1.6272336618
## 2384 -9.677796463 8.061475e-02 -1.5520139744 0.624335917 1.5940975040
## 2385 -9.605332126 5.953159e-02 -1.5932296329 0.636425300 1.5733097954
## 2386 -8.694713175 -5.694177e-01 -0.2880312884 -0.362569119 0.3298194949
## 2387 -8.212203608 -1.173666e+00 0.3078942201 -0.253592198 0.5048047983
## 2388 -8.108071516 -1.284160e+00 0.3646142778 -0.210492196 0.4830815421
## 2389 -8.097459736 -1.280121e+00 0.3636189271 -0.207958931 0.4810830938
## 2390 -7.967964332 -1.137262e+00 0.4652095044 -0.111342576 0.3196684106
## 2391 -7.767491330 -1.145174e+00 0.4535235847 -0.002592080 0.2125836610
## 2392 -7.636851156 -1.173300e+00 0.3752581521 -0.036226952 0.2167137801
## 2393 -7.550705194 -1.112482e+00 0.3605642065 -0.033183887 0.1909608218
## 2394 -7.225185927 -1.001043e+00 0.2554551627 -0.099527782 0.1665527024
## 2395 -7.174323921 -9.327755e-01 0.2262518154 0.009890603 0.1669853768
## 2396 -7.129928324 -9.344650e-01 0.2090183094 0.024532070 0.1614559058
## 2397 -7.030920487 -1.031055e+00 0.1379042274 -0.084487616 0.2243389343
## 2398 -6.982815430 -1.025845e+00 0.1005112971 -0.061705611 0.2213359971
## 2399 -6.972203651 -1.021806e+00 0.0995159464 -0.059172346 0.2193375488
## 2400 -6.906795484 -8.271689e-01 0.2220560384 0.124797610 0.0885315498
## 2401 -6.806177447 -1.016226e+00 0.1262767718 -0.065053103 0.1512291054
## 2402 -6.726668533 -1.003104e+00 0.0486523907 0.015823333 0.1794560011
## 2403 -6.484305344 -9.689550e-01 -0.0292596495 0.146908448 0.1144080148
## 2404 -6.182732708 -1.474262e+00 0.1695709360 0.092609257 0.1377445971
## 2405 -5.760359575 -1.969200e+00 0.3049302120 0.189244665 -0.0185176765
## 2406 -5.612052491 -1.938628e+00 0.1480513627 0.359265860 0.0523538853
## 2407 -5.601440712 -1.934589e+00 0.1470560120 0.361799125 0.0503554370
## 2408 -5.269497026 -2.014158e+00 0.2896525172 0.625794990 -0.1343981254
## 2409 -5.216099909 -2.067029e+00 0.3249957935 0.646512996 -0.1467630683
## 2410 -5.128682320 -1.977210e+00 0.2800198475 0.789890360 -0.1369676537
## 2411 -4.757099910 -1.821157e+00 0.4123342003 0.625809432 -0.2016078140
## 2412 -4.628686611 -1.943268e+00 0.3840842077 0.561588088 -0.2373188053
## 2413 -4.304557894 -1.899189e+00 0.2578355556 0.705944050 -0.3300237318
## 2414 -4.075922034 -2.026490e+00 0.2415148887 0.683212368 -0.3753265773
## 2415 -3.766000249 -2.023588e+00 0.1693490380 0.795555823 -0.4223455374
## 2416 -3.667289534 -2.117051e+00 0.1149264017 0.691996654 -0.3782962383
## 2417 -3.444168296 -2.398704e+00 0.0332565651 0.578343117 -0.4149852435
## 2418 -3.274347562 -2.234812e+00 0.0602248245 0.736944368 -0.5085310318
## 2419 -3.110138369 -2.201991e+00 -0.0219267729 0.798452990 -0.5590019215
## 2420 -2.991564798 -2.216722e+00 -0.0980341932 0.813024071 -0.5753718903
## 2421 -2.922306465 -2.122453e+00 -0.0856353795 0.912645818 -0.6125290701
## 2422 -2.716224450 -1.869025e+00 -0.0507592092 0.864245897 -0.6317923660
## 2423 -2.422914327 -1.978605e+00 -0.1388661223 0.847600785 -0.5819577400
## 2424 -1.776464269 -2.516958e+00 1.7715879774 1.695764849 0.3450961039
## 2425 -1.600362117 -2.623974e+00 1.7918278128 1.830412648 0.3617972930
## 2426 -1.313525613 -2.583006e+00 1.7553026890 2.002267984 0.2647398463
## 2427 -1.173481166 -2.597871e+00 1.6578967702 2.096245694 0.2891230814
## 2428 -1.052301568 -2.634258e+00 1.5959538616 2.110399302 0.2877818347
## 2429 -1.003788087 -2.655690e+00 1.5857006750 2.110850739 0.2777494042
## 2430 -0.726422890 -2.964746e+00 1.6197858279 2.183940665 0.1904026238
## 2431 -0.620544112 -2.859541e+00 1.6396574578 2.291162006 0.1371294161
## 2432 -0.520442784 -2.860016e+00 1.5495421520 2.357224744 0.1697537418
## 2433 1.114814220 -2.906105e+00 1.1513657116 1.821077417 2.6021727817
## 2434 1.312554939 -2.856302e+00 1.0805635042 1.894166963 2.5598501237
## 2435 1.337552265 -2.847843e+00 1.0718449671 1.905754244 2.5527980630
## 2436 1.358045902 -2.855165e+00 1.0755176484 1.901010163 2.5513845605
## 2437 1.546554114 -2.790049e+00 1.0947794494 1.951909869 2.4479310198
## 2438 1.615824247 -2.820027e+00 1.0646086203 1.915581974 2.4452392413
## 2439 1.788276777 -2.822354e+00 1.0565126368 1.907717529 2.4260638444
## 2440 1.831484491 -2.849938e+00 1.0543348941 1.875530922 2.4299898914
## 2441 2.144091522 -2.625860e+00 1.1526671167 1.672282757 2.3126444688
## 2442 2.430083622 -2.481267e+00 1.0737793128 1.712589403 2.5137211525
## 2443 2.464069189 -2.462469e+00 1.0727945886 1.720211738 2.5082426998
## 2444 2.540723848 -2.378093e+00 1.0841524986 1.723867175 2.4815317355
## 2445 2.559368182 -2.372837e+00 1.0826946680 1.723884091 2.4769087521
## 2446 2.575901040 -2.388214e+00 1.0883013655 1.729705647 2.4771131681
## 2447 2.860422608 -2.722972e+00 1.1401244050 1.771126463 2.4482537807
## 2448 3.244204111 -3.121053e+00 1.3459858725 1.929281522 2.3942457456
## 2449 3.380783180 -3.208509e+00 1.3526234277 1.952808249 2.3604566025
## 2450 3.565694009 -3.076249e+00 1.3851081987 1.699093352 2.3355981263
## 2451 3.705190944 -3.009422e+00 1.3598656606 1.645483155 2.3495042571
## 2452 3.753249613 -2.829517e+00 1.3376287547 1.657101959 2.3221920193
## 2453 4.048219337 -2.668622e+00 1.2950348756 1.673888823 2.2602230537
## 2454 4.215327909 -2.634894e+00 1.2845281189 1.717638835 2.2842751334
## 2455 4.280277033 -2.576996e+00 1.2710013734 1.708160989 2.2810092229
## 2456 4.358765272 -2.680849e+00 1.2196635723 1.645084461 2.2836257031
## 2457 4.417713391 -2.716458e+00 1.2236769424 1.640604465 2.2912337627
## 2458 4.658226020 -2.573982e+00 1.2370837751 1.723224097 2.1379067703
## 2459 4.839939711 -2.559675e+00 1.2077832386 1.750060112 2.0728309928
## 2460 4.959337574 -2.549129e+00 1.1778136119 1.798631770 2.0448744339
## 2461 6.299436425 -3.310194e+00 2.7286072735 2.355568662 2.9310268823
## 2462 6.365350828 -3.356195e+00 2.7560809682 2.407004270 2.9611920671
## 2463 6.632725871 -3.407599e+00 2.7188365811 2.349051544 2.9016400263
## 2464 6.840058026 -3.464443e+00 2.6960629370 2.272003028 2.9185328569
## 2465 6.904520811 -3.485992e+00 2.7641680050 2.358975353 2.9717270303
## 2466 7.074170298 -3.409320e+00 2.7539295001 2.448893727 2.9107619055
## 2467 7.312525532 -3.287068e+00 2.7669302830 2.465347386 2.9158739134
## 2468 7.351088633 -3.294854e+00 2.7605018211 2.464633468 2.9090518559
## 2469 7.776118870 -3.291521e+00 3.6574781787 2.719760067 3.6643603985
## 2470 7.943333212 -3.339716e+00 3.5897072808 2.663100237 3.6750454288
## 2471 8.210482996 -3.392121e+00 3.7170996454 2.855535427 3.7507027294
## 2472 8.277696895 -3.480126e+00 3.8972436669 3.056839983 3.8964455001
## 2473 8.621763309 -3.428995e+00 4.2788519144 3.057660894 4.1849451829
## 2474 8.675405983 -3.452117e+00 4.2450428382 3.047026408 4.1874662564
## 2475 -9.815192656 1.515196e-01 -1.4341440877 0.558008273 1.6893289076
## 2476 -9.518730704 3.048195e+00 1.1692975060 2.949497885 -0.6787916800
## 2477 -9.305248611 2.123136e+00 0.6950270078 1.971293791 -0.3073212946
## 2478 -9.135264138 2.275785e+00 0.5537879798 2.221800275 -0.2351379635
## 2479 -8.950379320 1.420930e+00 0.3080405515 1.262015254 -0.0384317665
## 2480 -8.605348274 1.879997e+00 0.4638609074 1.096937807 -0.1436335676
## 2481 -8.517003800 1.832946e+00 0.5615175190 1.087342829 -0.3553329205
## 2482 -7.598987709 1.225995e+00 0.3770683585 1.364397227 -0.5625926239
## 2483 -7.245479950 1.505329e+00 0.3282796717 1.375979836 -0.5978348819
## 2484 -6.878830999 1.170034e+00 0.3311800628 1.156812755 -0.6242783834
## 2485 -6.546985717 7.401083e-01 0.3883491320 1.255615323 -0.5410027443
## 2486 -6.523813001 7.493916e-01 0.3865118295 1.257871117 -0.5467365831
## 2487 -6.309346267 6.563378e-01 0.3336489112 1.455567842 -0.4844403676
## 2488 -6.107961943 4.850711e-01 0.2234142401 1.255489677 -0.4971158239
## 2489 -5.862118094 5.535045e-01 0.0861216428 1.385429988 -0.5249272539
## 2490 -5.795120709 5.619919e-01 0.0722972284 1.395256805 -0.5252874807
## 2491 -5.592745351 5.274938e-01 -0.0259877066 1.452419583 -0.5201600107
## 2492 -5.283790471 1.053424e-01 -0.1478870559 1.269606697 -0.5310818772
## 2493 -5.141926444 3.548633e-02 -0.0814806045 1.323618610 -0.5447641651
## 2494 -5.122217030 4.751577e-02 -0.0830860055 1.330791845 -0.5488670472
## 2495 -4.762837448 3.506374e-01 0.6680172321 1.219456170 -0.3465314484
## 2496 -4.605991161 4.691426e-01 0.1937674189 1.023188358 -0.6472464823
## 2497 -4.276734685 4.296170e-01 0.2470105535 1.030522556 -0.8254126209
## 2498 -4.174105892 4.879064e-01 0.2670049301 1.068529482 -0.8736733141
## 2499 -3.902652156 7.857915e-01 0.2615942833 1.241759126 -0.9561082030
## 2500 -3.315572237 7.892238e-01 0.6382571907 0.911592483 -0.4129639166
## 2501 -3.202442479 8.764763e-01 0.6598910486 0.824068009 -0.4084555245
## 2502 -2.915650446 7.018754e-01 0.4772111204 0.708246931 -0.4552195971
## 2503 -2.687680774 6.654312e-01 0.3754263854 0.709700291 -0.5203149041
## 2504 -2.443569764 9.054583e-01 0.3365596189 0.665495917 -0.5204025924
## 2505 -1.978332772 6.774764e-01 0.5214763769 0.752379543 -0.6604725564
## 2506 -1.907948625 6.727501e-01 0.4516676102 0.812618026 -0.6227772658
## 2507 -1.578868529 3.059135e-01 0.3731427481 0.728869505 -0.6949103830
## 2508 -1.314597512 3.719470e-01 0.1788822622 1.010280215 -0.6289103885
## 2509 -1.241793660 2.999210e-01 0.1345232387 1.017156337 -0.6473381375
## 2510 -0.908327345 2.942615e-02 0.1082085391 0.978043923 -0.8301923499
## 2511 -0.789502043 -6.447412e-03 0.0967662032 1.020545107 -0.8608819933
## 2512 -0.515769210 2.711390e-01 0.1248570511 1.087965519 -0.9725784931
## 2513 -0.002828103 4.880721e-01 -0.0702350156 1.135783540 -0.9643957044
## 2514 1.111938711 3.228677e-01 -0.4076345466 0.560276506 0.7508755641
## 2515 1.435181494 3.803693e-01 -0.5152529998 0.553790973 0.6715340121
## 2516 1.630102826 6.050529e-01 -0.4060058582 0.500457747 0.5973409708
## 2517 2.203165141 8.008537e-01 -0.5307034755 0.420059749 0.5799901466
## 2518 2.676405231 9.921393e-01 -0.5964095330 0.172149366 0.9270645697
## 2519 2.753490991 9.648672e-01 -0.6456582994 0.202181946 0.8944957957
## 2520 3.164125446 6.724422e-01 -0.5978813292 0.169181994 0.7698873699
## 2521 3.316205528 6.017675e-01 -0.6630733651 0.114307403 0.7531662687
## 2522 3.622332337 8.730414e-01 -0.5789995331 -0.033579998 0.6826708429
## 2523 3.708690000 9.281339e-01 -0.5988896641 -0.033913755 0.6640236592
## 2524 3.995959305 1.048491e+00 -0.6819881974 -0.001887854 0.6092889093
## 2525 4.162213952 1.121743e+00 -0.7145150267 0.134878538 0.5508656470
## 2526 4.366864493 1.160644e+00 -0.7855197549 0.211521896 0.4981389392
## 2527 4.605341683 9.119525e-01 -0.5459534793 0.235794404 0.4854884886
## 2528 4.933128670 1.111030e+00 -0.2612130410 -0.034727449 0.6296705966
## 2529 5.050091117 1.184977e+00 -0.1886709791 -0.122225296 0.6242317394
## 2530 5.228395684 1.141928e+00 -0.2960220057 -0.079453858 0.5625222501
## 2531 5.387250201 1.078161e+00 -0.2425960361 -0.026260059 0.4912612361
## 2532 5.502402712 1.047816e+00 -0.2089651834 -0.001076606 0.4613802001
## 2533 5.564292311 9.835212e-01 -0.1978914337 0.022213912 0.4423372951
## 2534 5.614997240 9.493961e-01 -0.0852520679 0.004557657 0.2384737846
## 2535 6.049634978 8.225316e-01 0.1492753621 0.002880175 0.1295416942
## 2536 6.328412957 8.276749e-01 0.0930006797 -0.047411044 0.1256959850
## 2537 6.507205601 8.138061e-01 0.1637743022 -0.034851541 0.1593171863
## 2538 6.510402912 8.121804e-01 0.1514010639 -0.025384854 0.1478067813
## 2539 6.754758670 9.947429e-01 0.1714748667 0.089936398 0.0651808864
## 2540 6.956706979 1.104239e+00 0.3881223020 -0.139757654 0.0749838437
## 2541 7.378100104 1.058160e+00 1.0237600027 -0.022434591 0.3455285476
## 2542 7.467243986 1.053707e+00 1.0188768861 0.014169046 0.3716651778
## 2543 7.507926255 1.015814e+00 1.0044452684 -0.032544085 0.3739877860
## 2544 7.562406149 1.059826e+00 1.0094444218 -0.100951165 0.3919577002
## 2545 7.600166576 1.096478e+00 1.0135791636 -0.094376240 0.3775910236
## 2546 7.984854547 1.492984e+00 1.0794817204 -0.067530606 0.1646753252
## 2547 8.334415954 1.536949e+00 1.0122765787 -0.085929658 0.2610966700
## 2548 8.458855769 1.680012e+00 1.0123349573 -0.191454376 0.2665685016
## 2549 8.567907742 1.796245e+00 1.0631547742 -0.238786128 0.2606907939
## 2550 8.595879398 1.767631e+00 1.0574019032 -0.244793086 0.2503380285
## 2551 8.709651698 1.762071e+00 1.0358824654 -0.357552934 0.2645937044
## 2552 8.956214015 1.753226e+00 0.9576939457 -0.377762321 0.2234581990
## 2553 9.043194782 1.817318e+00 0.9463825983 -0.475361803 0.2361571405
## 2554 9.266219847 2.027318e+00 0.9810495398 -0.921163864 0.3397641119
## 2555 9.320093876 2.074483e+00 1.0319831410 -0.948877047 0.3668951052
## 2556 9.720957092 2.212442e+00 0.9320485767 -0.777942548 0.2212261236
## 2557 10.000458715 2.561769e+00 0.9622522605 -1.911275725 0.5582136963
## 2558 10.203166516 2.572079e+00 0.9706860039 -1.949769985 0.5119743943
## 2559 10.244814901 2.594369e+00 1.0885975321 -2.037639424 0.6151022917
## 2560 -9.592623762 3.018302e+00 1.1513146958 2.998550977 -0.6827543387
## 2561 -9.325113550 -1.290646e+00 -0.3659910736 -1.494153076 0.6607924617
## 2562 -9.255414848 -1.704041e+00 -0.9863019983 -1.761694644 1.1785285782
## 2563 -9.244864897 -1.764237e+00 -1.0331942079 -1.801365859 1.2151289722
## 2564 -9.218883331 -1.570163e+00 -1.0377606851 -1.596710954 1.2123313136
## 2565 -9.082696080 -1.269905e+00 -0.7926807122 -1.309499818 0.9359587327
## 2566 -9.058137281 -1.290632e+00 -0.7998827970 -1.313673702 0.9303641543
## 2567 -8.518218033 -2.064457e+00 -0.9341336666 -1.346438583 1.0052340148
## 2568 -8.431327026 -2.092557e+00 -0.9693582979 -1.344129969 0.9784421618
## 2569 -8.048203972 -2.404749e+00 -0.7536682904 -1.146657335 0.9178077686
## 2570 -7.974057297 -2.483337e+00 -0.7307051114 -1.131880793 0.9071374444
## 2571 -7.449956958 -2.381411e+00 -0.7297649293 -1.009794557 0.6083792486
## 2572 -7.371871450 -2.350207e+00 -0.7601217755 -0.966287552 0.6090251770
## 2573 -7.126553111 -2.226428e+00 -0.8618071143 -0.802856851 0.5669339966
## 2574 -6.789030184 -1.864576e+00 -0.6670502028 -0.602909841 0.6772925970
## 2575 -6.447051825 -1.643882e+00 -0.7777294037 -0.808109365 0.6424219802
## 2576 -6.358446685 -1.576914e+00 -0.7997443629 -0.786328296 0.6342003142
## 2577 -6.186140227 -1.415203e+00 -0.7508381630 -0.793132071 0.5488028566
## 2578 -5.970767904 -1.427633e+00 -0.7584525973 -0.953387937 0.5349942991
## 2579 -5.565101415 -1.750866e+00 -0.6050183298 -1.030878765 0.5393334817
## 2580 -5.424518421 -1.757052e+00 -0.5463482250 -0.958732184 0.4378617060
## 2581 -5.322847550 -1.818289e+00 -0.5139153210 -0.940864404 0.4099099841
## 2582 -5.182394036 -1.814100e+00 -0.5115142688 -1.061035433 0.3845816117
## 2583 -5.135647142 -1.811142e+00 -0.5441021987 -1.029568222 0.3888388981
## 2584 -5.048670146 -1.749450e+00 -0.5580215611 -0.925932935 0.3575296967
## 2585 -4.996464628 -1.683094e+00 -0.5283138522 -0.860886974 0.3117497563
## 2586 -4.938360848 -1.729178e+00 -0.5593108216 -0.895614333 0.3272020669
## 2587 -4.729995315 -1.766672e+00 -0.6809798900 -0.852393174 0.3175416085
## 2588 -4.468205698 -2.094845e+00 -0.6643015040 -0.754200742 0.2642933426
## 2589 -4.393100239 -2.181282e+00 -0.6247232766 -0.735005912 0.2537892164
## 2590 -4.349632771 -2.319295e+00 -0.6863739966 -0.853847847 0.2958193355
## 2591 -4.310491225 -2.329528e+00 -0.6998415022 -0.851562253 0.3001011690
## 2592 -4.299386979 -2.333800e+00 -0.7031358543 -0.852146264 0.2992306432
## 2593 -4.233211381 -2.352402e+00 -0.6977459244 -0.827445272 0.2666073835
## 2594 -3.846903688 -2.403690e+00 -0.7854400266 -0.976399425 1.1700634806
## 2595 -3.641908647 -2.691320e+00 -0.8249705704 -1.003201936 1.0990874744
## 2596 -3.487551959 -2.845216e+00 -0.8660866033 -1.010756990 1.0389690868
## 2597 -3.464379243 -2.835932e+00 -0.8679239059 -1.008501197 1.0332352481
## 2598 -3.222614768 -2.879094e+00 -0.9196827934 -1.029982315 0.9550109038
## 2599 -3.040173284 -3.018166e+00 -0.9094911255 -1.011397982 0.8774583920
## 2600 -3.020214922 -3.023085e+00 -0.9186741227 -1.008429895 0.8729375666
## 2601 -2.860604674 -3.068189e+00 -0.9140224364 -1.079338442 0.8395322520
## 2602 -2.722421380 -3.029602e+00 -0.9065793849 -1.041532246 0.7682721764
## 2603 -2.557336889 -2.996254e+00 -0.3744418381 -1.263035535 1.0893890540
## 2604 -2.420417983 -2.861524e+00 -0.2712577189 -1.218807255 1.0042181831
## 2605 -2.042675081 -2.804821e+00 -0.3517934302 -1.345921199 0.8822044816
## 2606 -1.780113423 -2.581396e+00 -0.1219216798 -1.891283271 0.9822226709
## 2607 -1.736009448 -2.660080e+00 -0.1483824672 -1.947241121 0.9894382897
## 2608 -1.404251014 -2.826874e+00 -0.1198718406 -1.901777488 0.9104093504
## 2609 -1.235147537 -2.787313e+00 -0.0853353900 -1.919550200 0.8785177763
## 2610 -0.646695632 -2.924705e+00 0.0911819113 -2.027205686 0.7308927619
## 2611 -0.217267818 -3.449684e+00 0.4741207532 -1.805622946 0.6856614449
## 2612 0.154465205 -3.536949e+00 0.9629077847 -1.599007946 0.9251667039
## 2613 0.350444733 -3.813845e+00 1.0955499866 -1.614275569 0.9562004324
## 2614 0.641831218 -4.005018e+00 1.5385867255 -1.397521295 1.2268916664
## 2615 1.031110720 -4.330845e+00 2.9949489030 -0.836075137 1.9492737570
## 2616 1.037194118 -4.330833e+00 2.9943330242 -0.835780750 1.9483861641
## 2617 1.266366382 -4.270392e+00 3.0299664628 -0.747891471 1.9121265565
## 2618 1.340038145 -4.205315e+00 3.0308608468 -0.668769794 1.8666537535
## 2619 1.460737277 -4.077419e+00 3.0526378280 -0.668170009 1.8434368165
## 2620 1.895991998 -3.807204e+00 2.9816309163 -0.754536559 1.7604246997
## 2621 1.989758040 -3.736103e+00 2.9691280930 -0.778344688 1.7498417985
## 2622 2.360080717 -3.626939e+00 2.8791191875 -0.869329209 1.7137146090
## 2623 2.392179605 -3.638137e+00 2.8737536241 -0.872902165 1.7043675730
## 2624 2.612493263 -3.772649e+00 2.9544154902 -0.873538385 1.6340911863
## 2625 2.670917842 -3.823237e+00 2.9994265957 -0.846219686 1.6249177700
## 2626 3.067726641 -3.990569e+00 3.2101239046 -0.836214989 1.3310081967
## 2627 3.180653609 -4.030392e+00 3.2564444354 -0.796562269 1.3030132047
## 2628 3.212357250 -4.048185e+00 3.2411157509 -0.807814602 1.2888405481
## 2629 3.542418051 -3.959174e+00 3.1526531216 -0.858014817 1.2924401052
## 2630 3.556041538 -3.949633e+00 3.1538737642 -0.857119503 1.2878000546
## 2631 3.592833811 -3.921662e+00 3.1632371865 -0.840795948 1.2819388294
## 2632 3.938415621 -3.694061e+00 3.2232882112 -0.744891788 1.2359547796
## 2633 3.974285898 -3.725364e+00 3.2266562244 -0.760823582 1.2362507325
## 2634 4.206613003 -4.035123e+00 3.0870030957 -0.856473042 1.1982741412
## 2635 4.362938218 -4.012967e+00 3.0369511645 -0.851242280 1.1887753305
## 2636 4.545017434 -4.003433e+00 2.9753549821 -0.888680018 1.2211142174
## 2637 4.576035887 -4.036840e+00 2.9807738966 -0.882435649 1.2195367455
## 2638 5.199181257 -4.810738e+00 3.2339969011 -0.669258095 0.9640059438
## 2639 5.509121802 -5.026292e+00 3.2082981147 -0.604844583 0.8407997653
## 2640 5.615734223 -5.089181e+00 3.2192641752 -0.619052664 0.8656548364
## 2641 5.680831636 -5.027651e+00 3.2560558015 -0.573369519 0.8175806333
## 2642 5.854029880 -5.054181e+00 3.2855945536 -0.485512344 0.9041769591
## 2643 5.860113278 -5.054170e+00 3.2849786748 -0.485217957 0.9032893661
## 2644 5.888158296 -5.062099e+00 3.2636482015 -0.487619551 0.9121220419
## 2645 6.031145395 -5.059509e+00 3.2629311303 -0.490982412 0.8994593860
## 2646 6.195648249 -4.941814e+00 3.2686106084 -0.415608639 0.8497387529
## 2647 6.262394347 -4.981661e+00 3.2939293203 -0.377404749 0.8659798124
## 2648 6.289849451 -5.000766e+00 3.2985218183 -0.390710379 0.8710373653
## 2649 6.314398984 -5.021506e+00 3.2913221207 -0.394841609 0.8654325468
## 2650 6.376799231 -5.058251e+00 3.3516575081 -0.337380919 0.9140751541
## 2651 7.092455117 -5.244951e+00 3.3894093984 -0.226010381 0.6707311825
## 2652 7.204993607 -5.350612e+00 3.3774197936 -0.197684326 0.6483793157
## 2653 7.357480826 -5.320674e+00 3.3596077737 -0.141754633 0.5698102398
## 2654 7.451310442 -5.394731e+00 3.3521063672 -0.117215651 0.5368770813
## 2655 7.637723887 -5.352026e+00 3.6053228663 0.104069767 0.6510726388
## 2656 7.730752220 -5.463929e+00 3.9070943390 0.392532644 0.8902625567
## 2657 8.177638322 -5.872785e+00 4.3356044072 0.820480392 1.1155031366
## 2658 8.324384393 -6.058106e+00 4.7465874755 1.182644636 1.4409581818
## 2659 8.757850632 -6.523634e+00 5.1846608000 1.579211878 1.6776517328
## 2660 8.803692056 -6.493080e+00 5.2794815490 1.511573632 1.7559967819
## 2661 9.071687612 -6.580225e+00 5.3114346678 1.646650112 1.7140913151
## 2662 -9.559638563 3.023311e+00 1.1267141306 3.018212226 -0.6993540392
## 2663 -9.437189697 1.893601e+00 0.8121097417 1.701227159 -0.4222826938
## 2664 -9.278925439 2.069079e+00 0.8391681493 1.876166592 -0.5465763468
## 2665 -9.118366659 1.428717e+00 0.6411744072 1.145839616 -0.4226696056
## 2666 -8.925640388 1.635549e+00 0.6215760785 1.337254952 -0.5030478926
## 2667 -8.874488690 1.640122e+00 0.6040859698 1.350443921 -0.5190218305
## 2668 -8.562399356 9.192728e-01 0.2572977639 0.677898632 -0.3597318907
## 2669 -8.384872652 4.944445e-01 0.0353854057 0.309960558 -0.2724780777
## 2670 -8.352055892 5.032409e-01 0.0309440004 0.314191436 -0.2789845940
## 2671 -7.721062545 8.828505e-01 0.0162421544 -0.121062364 -0.3394579616
## 2672 -7.685690895 8.716379e-01 0.0098926479 -0.119869706 -0.3447971539
## 2673 -7.103255254 3.167191e-01 -0.1777614039 -0.544106405 0.0396463137
## 2674 -6.769157848 3.121208e-01 -0.2491592290 -0.684128083 0.0405165361
## 2675 -6.717645564 3.055216e-01 -0.2782222517 -0.684408472 0.0238382469
## 2676 -6.527699047 3.566147e-01 -0.2591051562 -0.718929327 -0.0095744882
## 2677 -6.302484102 3.428236e-01 -0.2975969521 -0.701486809 -0.1033971160
## 2678 -6.229616645 3.348942e-01 -0.3266739379 -0.701242732 -0.1240654453
## 2679 -6.000023031 3.235577e-01 -0.3841367114 -0.748926183 -0.1572356961
## 2680 -5.608191634 8.732501e-01 -0.2968517619 -0.754746880 -0.2442833884
## 2681 -5.345951084 9.499653e-01 -0.3578013617 -0.763599508 -0.3002663195
## 2682 -5.222601396 1.027633e+00 -0.3459218516 -0.931499729 -0.2942083909
## 2683 -4.846298452 6.273833e-01 0.7717995687 -0.537844303 0.4358163823
## 2684 -4.642674783 4.549621e-01 1.5073527654 -0.286329265 0.7112923919
## 2685 -4.558321930 3.452048e-01 1.5978912458 -0.241846227 0.6950775550
## 2686 -4.354775483 1.507476e-01 1.5186622587 -0.378037096 0.6843901602
## 2687 -4.257560905 1.201643e-01 1.4883320441 -0.375834191 0.6707644967
## 2688 -4.130661401 5.846496e-02 1.4674499161 -0.408616415 0.6418238443
## 2689 -4.077981041 6.024747e-02 1.4528559314 -0.399400912 0.6427219111
## 2690 -3.955374244 2.434988e-01 1.5412855414 -0.246751146 0.5170208991
## 2691 -3.778454654 1.727506e-01 1.4535713251 -0.295722657 0.5164496636
## 2692 -3.637905767 4.146856e-01 1.5607447067 -0.226567197 0.3898036272
## 2693 -3.418780872 6.540073e-01 1.6553857756 -0.352417001 0.3221318512
## 2694 -3.119353654 1.015497e+00 1.7893795604 -0.556121045 0.2532079216
## 2695 -2.896382009 1.151186e+00 1.7897411957 -0.739969374 0.2484273824
## 2696 -2.826749502 1.140146e+00 1.7388578750 -0.726601089 0.2428939161
## 2697 -2.433064698 1.315672e+00 1.7867942043 -1.035448212 0.1758867888
## 2698 -2.358224366 1.378033e+00 1.7948294930 -1.007225039 0.1520621011
## 2699 -1.939387535 1.386055e+00 1.7082372154 -0.939453429 0.0374899939
## 2700 -1.664839610 1.293438e+00 1.8091517597 -0.864877228 -0.0649977263
## 2701 -1.523571259 1.236416e+00 1.8854253481 -0.847354960 -0.1039838972
## 2702 -1.439151277 1.122224e+00 1.8313366730 -0.931547660 -0.0966157434
## PC6 PC7 PC8 PC9 PC10
## 1 1.624893237 0.5600512651 0.6321362921 0.0222023379 0.110935386
## 2 1.220870666 0.0735038542 0.0458845710 -0.3313856641 0.097709085
## 3 1.402434084 0.1416708312 0.1632851819 -0.3983899910 0.136068737
## 4 1.291106043 -0.0014501809 0.1278651613 -0.5116052424 0.213759554
## 5 1.169847809 -0.0870688135 -0.0448143583 -0.5356391611 0.198032434
## 6 1.067184438 -0.2756058179 -0.0783598338 -0.7193390510 0.259628192
## 7 1.066354394 -0.2760943022 -0.0764566709 -0.7223947964 0.262139815
## 8 0.797184237 -0.4935899041 -0.2050996930 -0.8829017020 0.366194890
## 9 0.796955917 -0.4941343753 -0.2040105360 -0.8840985066 0.367785478
## 10 0.788453173 -0.5064111269 -0.1792884760 -0.9139271377 0.351608425
## 11 0.835562301 -0.5076109278 -0.1221638906 -0.9618729841 0.392506221
## 12 0.841940470 -0.5086544986 -0.1193489635 -0.9720115471 0.400864163
## 13 0.843483783 -0.5188861186 -0.1269507583 -0.9785400452 0.405683034
## 14 0.845701438 -0.5364650989 -0.1089649977 -0.9902964875 0.440224908
## 15 0.854103484 -0.6193887275 0.0390103624 -1.1597616974 0.476857981
## 16 0.756965115 -0.7349391849 -0.0919792902 -1.1875380012 0.523544445
## 17 1.832765777 -2.4923830564 -2.6915301874 -0.6200273811 -0.164880661
## 18 1.832515078 -2.4935450198 -2.6913348082 -0.6231852958 -0.159108572
## 19 1.836035536 -2.5137094470 -2.6721039288 -0.6530888673 -0.151898963
## 20 1.836151398 -2.5210675694 -2.6147218890 -0.6505209583 -0.075598980
## 21 1.698524779 -2.4608821888 -2.7694496402 -0.4777647877 0.001750049
## 22 1.623906088 -2.4994044860 -2.8859015577 -0.4895329912 -0.028954504
## 23 1.515461091 -2.6003217140 -3.0296234190 -0.5327984911 0.007500020
## 24 1.477560707 -2.6463234252 -3.0561527242 -0.5314033155 0.013657782
## 25 1.561841328 -2.7009186975 -2.9302378444 -0.6513396457 0.081065272
## 26 1.563219069 -2.7041458839 -2.9254200984 -0.6572015864 0.085012754
## 27 1.245762837 -2.7168815116 -3.4076831881 -0.5248721964 0.007788195
## 28 1.328649163 -2.7121180297 -3.5219780218 -0.6571650604 0.071762771
## 29 2.911915314 -3.3668702202 -4.2006210285 -0.2015254995 -0.444868652
## 30 2.887523765 -3.4779512404 -4.1347158255 -0.3306425927 -0.342325204
## 31 2.904520648 -3.5003716187 -4.0954888948 -0.3528474513 -0.313553449
## 32 2.321177462 -1.0872870795 -1.3998761659 -0.6360030769 0.066802255
## 33 2.097187054 0.0006423876 -0.3956761883 -0.5608666054 0.419560705
## 34 -2.805371296 -1.8868475961 -0.7852524877 0.7291089356 -0.224250620
## 35 0.164163780 -0.1049862240 -0.1121661801 0.2946672178 0.132309383
## 36 0.153731528 -0.1555060862 -0.0890033563 0.2487905310 0.148315888
## 37 1.115194092 0.4125223439 0.3671234840 0.0690224827 0.125904506
## 38 1.117818009 0.4193750498 0.3700595610 0.0666145150 0.130997721
## 39 1.092236951 0.4024787427 0.3533086457 0.0605633743 0.147019980
## 40 1.226746913 0.4993355968 0.5118757452 0.0522622422 0.124180644
## 41 0.661988528 0.1326462858 0.7941135218 0.1825036230 0.307514468
## 42 0.811261541 0.1699429160 0.9543842316 0.1064543570 0.340299346
## 43 0.809117542 0.1692869543 0.9580830980 0.0996566485 0.344816004
## 44 0.763141414 0.2115565732 0.9502114827 0.0440983752 0.407105240
## 45 0.765031613 0.2071833742 0.9560697620 0.0366800800 0.411806780
## 46 0.763309259 0.1795413791 0.9994960017 -0.0108774761 0.420913701
## 47 0.763136192 0.1791366334 1.0005013129 -0.0120622399 0.422422806
## 48 0.757329231 0.1656113782 1.0167843118 -0.0284123205 0.426349599
## 49 0.765467212 0.1586337537 1.0444390650 -0.0602242246 0.438726749
## 50 0.987304086 0.1145090525 1.3192508027 -0.3727392531 0.506378366
## 51 0.878344004 -0.0152691507 1.4141907130 -0.4801261718 0.504732035
## 52 0.916331747 -0.0103217594 1.4138959211 -0.5371657365 0.549614467
## 53 0.917885661 -0.0070559099 1.4154176894 -0.5380266115 0.552414368
## 54 0.813600992 0.0138583861 1.3553684528 -0.5562030751 0.566499924
## 55 0.705882453 -0.0981951873 1.3462819336 -0.6275089242 0.628612897
## 56 0.610625184 -0.2397655817 1.3887996227 -0.7266361908 0.703238264
## 57 0.590692238 -0.2862759633 1.4536564535 -0.7973868415 0.715765339
## 58 0.666241929 -0.1390222727 1.4439939920 -0.9184894752 0.743400820
## 59 0.603332606 -0.1737048307 1.3710899050 -0.9694872770 0.790647846
## 60 0.651505288 -0.2292359988 1.5793980912 -1.1536452953 0.805574637
## 61 0.532675128 -0.3634717057 1.5811007065 -1.2996651453 0.891522702
## 62 0.529325327 -0.3720173053 1.5988244313 -1.3145633845 0.896165778
## 63 0.525327737 -0.3733282997 1.6152758947 -1.3316544834 0.898339529
## 64 0.455090460 -0.3855042626 1.3502757242 -1.3437850137 0.881562224
## 65 0.413233840 -0.4263009698 1.3688470323 -1.3700025818 0.892007674
## 66 0.408500141 -0.4709784875 1.4454586381 -1.4597866392 0.939855220
## 67 0.416159161 -0.4711009211 1.4700606502 -1.5020019287 0.947071450
## 68 0.415986094 -0.4715056668 1.4710659614 -1.5031866926 0.948580555
## 69 0.371621765 -0.5541026742 1.5645418101 -1.6268420360 1.026322102
## 70 0.455766844 -0.3055552360 1.4085013024 -1.5478840801 1.039588613
## 71 2.481822326 -1.2028242133 1.1799530078 -1.2220552326 0.524464113
## 72 2.456043656 -1.2484754567 1.2216426059 -1.2778479325 0.566867369
## 73 2.431699468 -1.2778942176 1.2990319496 -1.1546144292 0.742845598
## 74 2.471874882 -1.2604791806 1.3138963671 -1.1651652289 0.752087586
## 75 2.472425330 -1.2558140951 1.3199501546 -1.1732669689 0.758326975
## 76 2.440775252 -1.3027486811 1.4373735694 -1.1528532064 0.917786077
## 77 2.505789038 -1.3185480902 1.5350438167 -1.2406818573 0.970694907
## 78 2.516306032 -1.5174805128 1.5104944808 -1.4038246140 1.040714435
## 79 2.758800479 -0.5513489280 1.5577392430 -1.4143622049 0.698172016
## 80 2.853337307 -0.2706802567 1.3830127408 -1.3941916088 0.653979619
## 81 2.955389365 -0.1465181259 1.0966642960 -1.2325054062 0.712051186
## 82 2.962910595 -0.1123216168 1.0652429548 -1.2254546577 0.710684921
## 83 2.968579787 -0.0884606771 1.0234392316 -1.2184020656 0.714921665
## 84 2.967345572 -0.0990995831 1.0295514733 -1.2303428735 0.723878680
## 85 2.934222334 -0.1731352898 1.1045248508 -1.3353300190 0.778906810
## 86 3.739039296 -0.5554328813 0.8945410833 -1.3830072682 0.526043098
## 87 3.714245101 -0.1007059327 0.4635379914 -1.1870827335 0.504677167
## 88 3.662707493 -0.1222678591 0.3718803207 -1.1537179889 0.494108886
## 89 3.619989317 -0.2064303247 0.4281425746 -1.2400910820 0.523406021
## 90 4.497440281 -0.6187825806 0.3528734046 -1.0742739820 0.288830282
## 91 4.514494057 -0.6431244900 0.4232003320 -1.1580904812 0.320426211
## 92 4.509436266 -0.6624249561 0.4148067951 -1.1610288640 0.329986476
## 93 4.540891605 -0.6760460198 0.4132401589 -1.1584457792 0.325327659
## 94 4.521492700 -0.7336851286 0.4227378294 -1.0316934065 0.484234138
## 95 4.424269708 -0.7735352101 0.3588039097 -1.0695736590 0.469767008
## 96 4.433124069 -0.7648268084 0.3734079024 -1.0679755378 0.466558246
## 97 4.433800365 -0.7393593266 0.4063476898 -1.1105031049 0.466177190
## 98 4.434159851 -0.7424658780 0.4059694898 -1.1118090824 0.467430965
## 99 4.111985023 0.2696744670 1.1674646058 -1.1615233005 0.510895004
## 100 4.178150803 0.4276464487 1.2935713333 -1.1091598202 0.626952881
## 101 4.170179826 0.4706782357 1.3770652829 -1.1337239711 0.636830845
## 102 4.063026508 0.2838120020 0.8500645312 -0.9019248581 0.658958952
## 103 4.195673482 0.1969430013 0.7889292615 -0.9004730024 0.587319354
## 104 4.854230456 -0.2314945420 0.8622299323 -0.8963976723 0.492515641
## 105 4.856133859 -0.2239076060 0.9661686056 -0.8189315469 0.642532088
## 106 4.858933400 -0.2210214991 1.0153790721 -0.8126294722 0.721762723
## 107 3.854741109 -0.8606458578 1.7395053263 -0.8587057761 1.115049109
## 108 3.830246498 -0.9284154847 1.8385795587 -0.8550336182 1.247453664
## 109 3.572521666 -1.4073583059 2.2514442319 -0.9260374480 1.518091252
## 110 3.384055023 -1.8794653463 2.6900993452 -1.0379587481 1.806992243
## 111 3.087566086 -2.5595507136 3.2151625799 -1.1347746209 2.229237111
## 112 3.295497749 2.2921217433 1.2668962234 1.2194935303 -0.604049036
## 113 1.290162546 0.6996442665 0.1226815259 0.2475226691 0.213796884
## 114 1.552080997 1.0767358711 0.0853320829 0.5059241672 -0.075384528
## 115 1.531789166 1.0782136432 0.0496171064 0.5088128681 -0.082274027
## 116 1.017628540 0.7655955287 0.0526441707 0.6227336696 -0.210617927
## 117 0.733255223 0.5075506234 -0.0713081708 0.3746597398 -0.011197855
## 118 0.727988782 0.4923866127 -0.0617177894 0.3438698615 -0.010105646
## 119 0.554386022 0.2890090059 -0.2895698908 0.2026211979 0.098436438
## 120 0.542387144 0.2617139053 -0.2406084142 0.1520165121 0.103946585
## 121 0.765621015 0.5890303981 -0.0639135197 0.3452089095 0.170442253
## 122 0.647306334 0.2397825615 -0.0509668214 -0.1012973191 0.334076767
## 123 0.622200967 0.1402787194 -0.0913572002 -0.2532751516 0.408047453
## 124 0.595875171 0.1246713483 -0.1839213891 -0.2264552256 0.411908107
## 125 0.595875171 0.1246713483 -0.1839213891 -0.2264552256 0.411908107
## 126 0.583787810 0.4167016645 -0.6565834834 -0.2215877824 0.409668459
## 127 0.586213101 0.4183412803 -0.6604745231 -0.2216360874 0.411635725
## 128 0.591597574 0.5280475084 -0.6939680641 -0.1922847273 0.399011459
## 129 0.605221633 0.5984221383 -0.7484830845 -0.1800028580 0.389315446
## 130 0.632450612 0.7456325660 -0.7578805953 -0.1724585870 0.390981956
## 131 0.632038112 0.7446223432 -0.7565119523 -0.1736955273 0.392844154
## 132 0.648302659 0.8064584244 -0.8282984998 -0.1553609758 0.393409459
## 133 0.646242828 0.7110243991 -0.7338828914 -0.3566502584 0.466344167
## 134 0.646069762 0.7106196534 -0.7328775802 -0.3578350222 0.467853272
## 135 0.634625814 0.7240039426 -0.6816222739 -0.4639394244 0.529513543
## 136 0.801872272 0.7586958292 -0.5136888840 -0.6213521083 0.564389238
## 137 0.733293863 1.4290748504 -1.2357867655 -0.4272605781 0.560251922
## 138 0.522071142 1.0779478425 -1.1242269413 -0.7074389894 0.719794854
## 139 0.517302812 0.8936838513 -0.7146637360 -1.0916467538 1.185190242
## 140 0.412192069 0.7777864976 -0.7200168597 -1.1931943048 1.351416779
## 141 0.412738559 0.7781999981 -0.7172262107 -1.1947712128 1.352617216
## 142 0.270586786 0.8559346047 -0.6263566098 -1.5829550462 1.659934823
## 143 0.342632661 1.0116993388 -0.6974285105 -1.6840509104 1.659540725
## 144 0.339959091 1.0027741069 -0.6937209307 -1.6942107348 1.668735971
## 145 0.241446423 0.9080663349 -0.7992140518 -1.9075489872 1.692350723
## 146 0.252523866 0.9252967817 -0.7345031847 -1.9021728018 1.765117216
## 147 0.252155258 0.9269972305 -0.7326161553 -1.9038740491 1.766452248
## 148 0.259274622 0.9334758398 -0.6440098850 -1.8806809335 1.918288481
## 149 5.979514252 -1.5219907604 -0.8162060342 -0.6368128096 0.324533876
## 150 5.980147065 -1.5383817907 -0.7992623147 -0.6679953230 0.341106300
## 151 5.926673494 -1.5708023841 -0.8724927814 -0.6600710327 0.349888760
## 152 5.949487228 -1.4459041876 -0.9345160878 -0.6779372513 0.354203862
## 153 5.956525226 -1.4242630820 -0.9641379608 -0.6745371628 0.357645811
## 154 5.953634346 -1.4353365870 -0.9446001237 -0.6839473657 0.374233051
## 155 6.038180332 -1.4775516699 -0.8315743845 -0.8373458863 0.449476934
## 156 6.057217814 -1.5594271204 -0.6456890458 -1.0274858522 0.512050210
## 157 -2.034797964 -1.1831711847 -0.1075795676 0.9406074184 -0.389852157
## 158 -2.058675850 -1.2516995948 -0.0699163470 0.8845086155 -0.363822637
## 159 0.825355577 0.3992186571 0.3422123710 0.2454606879 0.151992162
## 160 0.470166227 0.0642538835 0.1535308676 0.0371176725 0.237809150
## 161 0.454825468 0.0528103485 0.0866065226 0.0386286140 0.220936042
## 162 0.821181363 0.2076388590 0.3454076346 -0.1331748283 0.190407044
## 163 0.678072916 0.0937876570 0.2423519805 -0.1829938219 0.226812577
## 164 0.685836541 0.0717343980 0.2428624710 -0.2071966470 0.228130537
## 165 0.921395349 0.1809549589 0.3755320501 -0.2702200775 0.250780497
## 166 0.952404980 0.1900891219 0.4606988887 -0.3095424127 0.225783788
## 167 0.946598018 0.1765638667 0.4769818876 -0.3258924933 0.229710581
## 168 0.945018327 0.1697349276 0.4769473080 -0.3329118296 0.239263239
## 169 0.719504963 -0.0719964586 0.4372153718 -0.5674475328 0.380159376
## 170 0.891236961 0.2062248649 0.3752891505 -0.5000118760 0.378924234
## 171 0.890449126 0.2216185198 0.3552353222 -0.5109008514 0.384719409
## 172 0.843084630 0.0466934673 0.5883846633 -0.7854690725 0.507293437
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## 820 -1.925230251 -0.4407788884 -0.7953031371 -1.1111034969 0.991632831
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## 824 -2.100996623 -0.6223452901 -0.8362884643 -1.2646351578 1.066402927
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## 827 -2.147282117 -0.5882496544 -0.8418723826 -1.3483951178 1.118961069
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## 833 -1.796738616 0.1075209221 -1.7662217247 -1.2953670723 1.211938823
## 834 2.802406820 -2.0578636222 -1.9445013211 -0.5571380485 -0.041439315
## 835 2.800404883 -2.0612109428 -1.9424922203 -0.5619374904 -0.036991836
## 836 2.840946341 -1.9959603504 -1.7613256948 -0.5388180486 0.169861558
## 837 2.853756031 -1.9422922852 -1.7653626037 -0.5365072959 0.158263483
## 838 2.772126528 -2.0381868567 -1.7441628284 -0.6127077118 0.215112405
## 839 2.765814725 -2.0574833582 -1.7164455037 -0.7136948192 0.229310842
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## 841 2.648470771 -2.0759132410 -1.5027964560 -0.7512599402 0.343665342
## 842 2.679637881 -2.1705199174 -1.4977410459 -0.7980782959 0.317504081
## 843 2.657012879 -2.2190377946 -1.4681392660 -0.8542427003 0.337419607
## 844 2.658191755 -2.2129667200 -1.4607782654 -0.8638280804 0.346450636
## 845 2.602957190 -2.2447048164 -1.5104787877 -0.9176647872 0.368631105
## 846 2.606583796 -2.3153230324 -1.4448917325 -1.0372854502 0.438721816
## 847 2.622746189 -2.1728690131 -1.5010525798 -1.0309297841 0.432059620
## 848 2.614858765 -2.1687026492 -1.5065927157 -1.0620973272 0.447858432
## 849 2.776151310 -1.7784136446 -1.8094929592 -1.0493468036 0.444059291
## 850 1.869707414 -2.7081526863 -0.8059675224 -1.2006793663 0.897699194
## 851 0.743327413 -3.8816096614 1.7564921643 -1.5601234673 2.085131806
## 852 0.573635402 -4.0222804007 1.8063356940 -1.4912742056 2.148204397
## 853 -2.807610661 -1.8743724621 -0.7604207602 0.7254473572 -0.219834225
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## 855 1.530932836 0.7149103193 0.4217633495 0.4683575402 0.072842063
## 856 1.837543359 0.7555820216 0.6890730444 0.5429242650 0.024652412
## 857 1.830831537 0.7524006963 0.7085738743 0.5242380672 0.025357728
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## 859 0.685091301 -0.2618795782 0.4346447257 0.3273019031 0.242408689
## 860 0.686475646 -0.2977096368 0.5010158458 0.2301561212 0.260521564
## 861 0.496266219 -0.3206183356 0.3089004779 0.1424489675 0.330374730
## 862 0.362738068 -0.5487749906 0.3734546273 0.2279514683 0.309417475
## 863 0.331542302 -0.6088054742 0.4410771371 0.1682660271 0.336152926
## 864 0.120302577 -0.5504166162 0.5770029664 0.2909811951 0.160897794
## 865 0.085354959 -0.6219080283 0.6164774889 0.2037986829 0.187906066
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## 871 0.161402087 -0.5134404562 0.6584996353 0.7991693354 0.160294935
## 872 0.082524149 -0.7024769090 0.7472516464 0.9074333186 0.172804541
## 873 0.177054858 -0.6626416293 0.7163761820 0.9046683991 0.195796600
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## 875 0.242222039 -0.6250324421 0.7414223238 0.8305018325 0.199813389
## 876 -0.030172782 -0.5319737822 0.9091106162 1.0130015031 -0.072854354
## 877 0.090346085 -0.6566932517 1.1064122211 1.0985221755 -0.078235342
## 878 0.022018000 -0.7709769694 1.2928770513 0.9086275406 -0.052860794
## 879 0.071198083 -0.8566453630 1.3945554835 1.2685949153 0.036835281
## 880 0.044381276 -0.8930451457 1.3795226317 1.2699813294 0.050103978
## 881 0.040647427 -0.9906890992 1.3504508942 1.4887117187 -0.019906002
## 882 -0.140135462 -1.0279520873 1.1553379336 1.4886361175 -0.070876744
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## 886 -0.033430596 -1.1654699663 1.3019946401 1.4838253107 -0.089856301
## 887 0.126788181 -1.2002650290 1.3752067664 1.2437906105 -0.014157263
## 888 0.185744754 -1.3514945129 1.5826717383 1.2984850255 -0.061210788
## 889 0.162951036 -1.3135801316 1.5326083989 1.2797702939 -0.108492256
## 890 0.121447050 -1.3299912926 1.4675077422 1.3016755871 -0.111639144
## 891 -0.046896961 -1.4340047484 1.2523043383 1.2850393886 -0.125146411
## 892 0.022648950 -1.5482121580 1.3966876703 1.4507796422 -0.171210514
## 893 0.007529590 -1.6199764012 1.4075273625 1.3573792602 -0.127915386
## 894 0.020411793 -1.7144745849 1.6103513317 1.6406042844 -0.052758123
## 895 -0.089596168 -1.8117006891 1.4820890168 1.6415867889 -0.023560146
## 896 -0.063321551 -1.8827071992 1.5907289629 1.8360476952 -0.094736641
## 897 -0.027424090 -1.9524526260 1.7160385158 1.6855686906 -0.032346985
## 898 -0.063541645 -2.0110984955 1.6746125168 1.6642432266 -0.011321577
## 899 -0.403455902 -2.0139008435 1.9233854275 1.7885333595 -0.367897740
## 900 -0.425959982 -2.0978308423 1.9574554787 1.6849734564 -0.308973914
## 901 -0.354887114 -1.7478250955 1.8197212928 1.7235084227 -0.340798938
## 902 -0.332767655 -1.6940241853 1.7961400047 1.7069293456 -0.332498512
## 903 -0.229321218 -1.4901943160 1.8112150887 1.9710527249 -0.427911561
## 904 -0.186996087 -1.4802374762 1.8379660615 1.8571116434 -0.400502417
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## 999 -1.806054779 1.2496177663 -2.1741508940 -0.3141115957 -0.453333404
## 1000 -1.900432202 1.1872098569 -2.3435086905 -0.2352692694 -0.450839199
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## 1003 -2.795924460 0.6959410653 -2.5283328147 -0.1908734568 -0.435962258
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## 1005 -3.036801577 0.4975956172 -2.4924381201 -0.1964877838 -0.446415380
## 1006 -3.027386091 0.6278466256 -2.5979816242 -0.1596053344 -0.414231770
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## 1016 -2.610895122 1.9424215266 -2.2490859576 -0.2768712611 -0.216795227
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## 1018 -2.585593828 2.0466342715 -2.1993857463 -0.2629982832 -0.152875598
## 1019 -2.661598445 2.3505020693 -2.6168373219 -0.3633476178 -0.152908942
## 1020 -2.690613917 2.3817115693 -2.7217551714 -0.3726589767 -0.132221627
## 1021 -2.629530317 2.3082262935 -2.7809067078 -0.4416270452 -0.141734361
## 1022 -2.606924403 2.3825178169 -2.8331049839 -0.4124355139 -0.141774299
## 1023 -2.472809480 2.3850020961 -2.8555516431 -0.3237228933 -0.001310487
## 1024 -2.501967877 2.3908994977 -2.6482793435 -0.2209662467 0.282854929
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## 1028 -2.487532840 2.2671507091 -2.5353547479 -0.5153133794 0.388748522
## 1029 -2.473138070 2.2602280280 -2.4338725558 -0.5245279383 0.564506402
## 1030 -2.473872960 2.2606431123 -2.4213344889 -0.5361269691 0.573299747
## 1031 -2.414552227 2.2899885101 -2.5039169431 -0.6082581240 0.599452222
## 1032 -2.416240438 2.2872313050 -2.4875704693 -0.6251789005 0.608120128
## 1033 -2.387229290 2.4113695047 -2.6481094154 -0.6098212202 0.593007067
## 1034 -2.385263795 2.4223484685 -2.6301454318 -0.6157912939 0.607466327
## 1035 -2.388733893 2.4149871073 -2.6104677242 -0.6420376998 0.620092411
## 1036 -2.483408736 2.4554456335 -2.7614555053 -0.7589788433 0.685054969
## 1037 -2.446802372 2.5168418762 -2.8239587893 -0.7966030325 0.726304975
## 1038 0.068170792 0.4770755580 0.9135357271 1.9854628296 -1.286586271
## 1039 0.070044479 0.4420553641 0.9638514912 1.9329898000 -1.273538476
## 1040 -1.040989701 -0.8530187298 -0.0440797061 0.3638843945 -0.061896942
## 1041 -1.580841033 -1.0751141909 -0.2285955399 0.4097364850 -0.197608917
## 1042 -1.357275756 -1.2955537470 -0.0696309768 0.5797798307 -0.206690746
## 1043 -1.344410068 -1.3993685741 0.0251121874 0.7375957940 -0.261880410
## 1044 -1.552553596 -1.6850771700 0.0816121023 0.8461434043 -0.256432466
## 1045 -1.468885993 -1.7173015752 0.3322314705 1.1403707206 -0.189514638
## 1046 -0.861074904 -1.4244300105 0.5291241245 0.8956870090 -0.078343351
## 1047 -0.801393562 -1.4743709597 0.5565070703 0.8970575792 -0.141475785
## 1048 -0.647284662 -1.3755015602 0.5680838536 0.8959318052 -0.203735021
## 1049 -0.632968779 -1.5114581305 0.6893865846 1.0772366969 -0.261648161
## 1050 -0.334076217 -1.2073460530 0.9280381402 1.0972060348 -0.361429996
## 1051 -0.322527418 -1.3259653485 1.0247482778 1.2559784798 -0.417090140
## 1052 -0.450048188 -1.5013802409 1.1693902308 1.4908071736 -0.298351242
## 1053 -0.450419376 -1.5004698560 1.1744547545 1.4710244037 -0.304981491
## 1054 -0.515496325 -1.4591609870 1.1034890977 1.4410838996 -0.294673684
## 1055 -0.298300352 -1.2452435371 1.0685511529 1.7203136153 -0.348637991
## 1056 -0.295632520 -1.1377058068 1.2047377312 1.6939178359 -0.429016450
## 1057 -0.193188985 -1.1628443082 1.4031665148 1.8942437911 -0.532577556
## 1058 -0.338643112 -1.1503509630 1.1450915159 1.8981786542 -0.589943382
## 1059 -0.380907614 -1.1527242378 1.0820210842 1.9097630246 -0.618939154
## 1060 -0.378155503 -1.0809979249 1.1410378645 1.9503800419 -0.697990478
## 1061 -0.288926907 -1.3117001623 1.4637943906 2.3061088564 -0.799775110
## 1062 -0.260281851 -1.3019700138 1.5631657363 2.3784008094 -0.633080899
## 1063 -0.245330042 -1.4026601900 1.6618065890 2.5435832611 -0.682993839
## 1064 -0.309077870 -1.4754941221 1.6805900006 2.4682827139 -0.659471439
## 1065 -0.282641519 -1.4289380963 1.6862287045 2.4264115400 -0.633647960
## 1066 -0.172236289 -1.4259025092 1.8399742684 2.6284285569 -0.689972198
## 1067 -0.149203614 -1.5495129566 1.9391562153 2.8230748613 -0.755135464
## 1068 -0.105966915 -1.6663641184 2.1255667170 3.0062497918 -0.818951336
## 1069 -0.098746071 -1.6842731252 2.0624857095 3.0163410227 -0.990100617
## 1070 -0.149094509 -1.7693958702 2.2053154189 3.2614426020 -1.130419179
## 1071 -0.231930578 -1.6995063273 2.0583036397 3.2038078653 -1.124351527
## 1072 -0.240615578 -1.6482931595 1.9588402183 3.2530221533 -1.117473242
## 1073 -0.245492652 -1.6626667364 1.9772556137 3.2351117814 -1.122110569
## 1074 -0.254621138 -1.7060671396 1.9903150311 3.1660277908 -1.082228146
## 1075 -0.297812087 -1.7564039745 1.9931896681 3.1961657385 -1.203609260
## 1076 -0.349869113 -1.8389282831 2.0482526891 3.1189947600 -1.169289504
## 1077 -0.333339427 -1.9372059623 2.1445982600 3.2862488720 -1.221563010
## 1078 -0.222212470 -2.1241838709 2.4139896542 3.6638169262 -1.333845205
## 1079 -0.272591100 -2.2570703011 2.3703114385 3.9151772606 -1.404610246
## 1080 -0.389670010 -2.3327906927 2.5053405598 3.8722528196 -1.448184845
## 1081 -0.440588301 -2.3092748293 2.5338283797 3.9094813876 -1.496190248
## 1082 -0.427195682 -2.3725182269 2.4440943309 3.7371015742 -1.458329569
## 1083 -0.399550040 -2.3389955395 2.4823029547 3.6813462510 -1.457875616
## 1084 -0.509458608 -2.2625160524 2.6611503537 3.7127536672 -1.550206423
## 1085 -0.594194906 -2.1917256920 2.6656281326 3.7404525391 -1.593813687
## 1086 -0.626636485 -2.1305712619 2.5793813601 3.7495225818 -1.557849330
## 1087 -0.579912390 -1.8833675197 2.4850844946 3.7890185850 -1.605618256
## 1088 -0.557359966 -1.7784281428 2.4163199739 3.7944091566 -1.608917701
## 1089 -0.568471758 -1.9386136457 2.4463613565 3.6354855815 -1.567663118
## 1090 -0.518154209 -2.0101121029 2.4628479164 3.6048196680 -1.610349709
## 1091 -0.364074519 -2.1987184692 2.7537071936 4.0871089059 -1.807725555
## 1092 -0.433464019 -2.1684728238 2.7792727639 4.1471457862 -1.883382245
## 1093 -0.423010424 -2.1320950354 2.7910186382 4.1692907515 -1.814801930
## 1094 -0.426043815 -2.1179859215 2.8066327408 4.0975467426 -1.778437603
## 1095 -0.308014256 -1.6295632204 2.5295172316 4.1763764307 -1.786607074
## 1096 -1.036781463 -2.1987153174 3.0446727290 4.0667043277 -1.590443736
## 1097 -1.230238255 -2.1243153309 2.8960796449 4.2133070992 -1.609910510
## 1098 -1.320842116 -2.1059468879 2.9607970092 4.2429675430 -1.685343623
## 1099 -1.319073865 -2.0953239297 2.9673432591 4.2175200091 -1.680167749
## 1100 -1.260311674 -2.0687154367 2.9365812818 4.1897385573 -1.719004882
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## 1102 -1.752255722 -2.2868496218 3.9349895697 4.1700198660 -1.344120091
## 1103 -1.783384326 -2.3170626863 3.9365758272 4.1527674802 -1.341890962
## 1104 -1.896921019 -2.3203233279 3.8451862014 4.2051907180 -1.373587450
## 1105 -1.949033206 -2.0937586852 3.7873147771 4.3020955917 -1.587566313
## 1106 -1.935674386 -2.1173879145 3.8416590855 4.2179091246 -1.580044541
## 1107 -1.901748971 -2.0532092901 3.7467662314 4.3801943066 -1.708742790
## 1108 -1.978873750 -2.1165497244 4.0070067136 4.2261921556 -1.663044455
## 1109 -1.966043447 -2.1814712017 4.1548996805 4.1457099115 -1.466026265
## 1110 -1.968395900 -2.1804417781 4.1715558390 4.1348288244 -1.467981491
## 1111 -1.902407650 -2.2346639953 4.2852788827 3.9458444362 -1.369590926
## 1112 -2.245262466 -2.9009309227 5.3838907598 3.9859127620 -0.845761369
## 1113 -2.387996345 -2.9967874852 5.4597232131 3.9216366992 -0.832687695
## 1114 -2.301759876 -2.6787059819 5.3512476568 3.9350894512 -0.759006971
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## 1125 3.259638870 2.3815848734 1.4950514817 1.1789625616 -0.569441346
## 1126 1.583308408 1.0420196286 0.6817420123 0.5692162685 -0.062480153
## 1127 0.940068447 0.4414475859 0.4460583610 0.1628277272 0.182874878
## 1128 0.938706431 0.4364004166 0.4446650501 0.1612115824 0.186349242
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## 1130 0.769590035 0.4120405377 0.2781914577 0.1147275556 0.224107885
## 1131 0.769966929 0.4100751719 0.2816309327 0.1097384562 0.226735987
## 1132 0.755753657 0.3663775122 0.3115995564 0.0692120481 0.243817598
## 1133 0.758768763 0.3431574866 0.2897019294 0.0622415654 0.250876379
## 1134 0.754394366 0.3203788903 0.3098844670 0.0376728364 0.260778070
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## 1194 -1.821172754 0.4381348754 -0.6652557472 -0.2899841141 -0.602689442
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## 1196 -2.143814494 2.0034991104 2.0308689424 -0.6062039088 -0.146598893
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## 1198 -2.235176409 2.2993668081 2.3508119246 -0.7106465650 -0.143730320
## 1199 -2.244187292 2.2382783935 2.4401615319 -0.8028236787 -0.134037940
## 1200 -2.222575064 2.2324943136 2.4846665791 -0.9116688502 -0.062342951
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## 1203 -2.386000012 2.3808249258 2.7054876766 -0.8776378481 -0.037420904
## 1204 -2.393381225 2.5376917852 2.9639383834 -0.9543394176 0.062335042
## 1205 -2.482572678 2.6216716381 3.4326206850 -1.0411519436 0.139158311
## 1206 -2.473048886 2.8478251972 3.8058700981 -1.0301845000 0.338885779
## 1207 2.558883073 1.9601164582 1.3142733299 1.6569540236 -1.014425337
## 1208 2.567942260 1.9960223146 1.3247785447 1.6462552555 -1.015613106
## 1209 2.656923224 1.9461987886 1.3167938996 1.6532412079 -1.031839552
## 1210 0.572870837 0.1038675564 -0.0608307552 0.4250563558 -0.092775786
## 1211 0.282858995 0.2392722231 0.3339208828 0.3624400405 -0.194467275
## 1212 0.332788056 0.0550358239 -0.2961695795 0.4126602067 -0.175461637
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## 1214 -0.044434770 -0.2348675236 -0.3296884927 0.2731481357 -0.108389515
## 1215 0.028533129 -0.0812455380 -0.5873640452 0.4360356555 -0.043275104
## 1216 0.028533129 -0.0812455380 -0.5873640452 0.4360356555 -0.043275104
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## 1221 -0.193034576 -0.0396093193 -1.2173960637 0.4415245316 -0.020767427
## 1222 -0.275189079 -0.0528970533 -1.2744620738 0.3976516326 0.003707967
## 1223 -0.281031956 -0.0425315806 -1.2923232024 0.3793602472 0.013761055
## 1224 -0.265815921 0.0217039855 -1.3627361501 0.3603746667 0.052075950
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## 1227 -1.038160794 0.0192771532 -1.1470921171 0.6437025726 -0.515871531
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## 1241 -2.376579007 -0.6502572903 -0.3800943627 0.5552053366 -0.552831358
## 1242 -2.450721034 -0.7828079194 -0.4668885520 0.5096413281 -0.520614532
## 1243 -2.480904966 -0.8325126409 -0.4742117038 0.4311712944 -0.458596287
## 1244 -2.390592433 -0.8019349468 -0.4413088003 0.3965508626 -0.433516797
## 1245 -2.396014403 -0.8366681579 -0.4472791167 0.3848300024 -0.415120065
## 1246 -2.402222904 -0.8477639976 -0.3635778406 0.3893458760 -0.522959136
## 1247 -2.345795764 -0.8504896385 -0.3019771613 0.2770438960 -0.492639899
## 1248 -2.428051067 -0.8759342322 -0.3060366966 0.3219363334 -0.535511396
## 1249 -2.414951432 -0.8573018086 -0.2422378348 0.3236742137 -0.464589575
## 1250 -2.462529017 -0.9216242797 -0.0867220301 0.2139219246 -0.513872299
## 1251 -2.460229649 -0.9228352353 -0.0837414924 0.2090523715 -0.509987815
## 1252 -2.677002139 -1.0165461750 0.1261853233 0.0617229907 -0.580557556
## 1253 -2.684900027 -1.0307647202 0.0548877004 0.0657771564 -0.593488744
## 1254 -3.118260073 -0.7644382407 0.4187185649 0.5130929253 -1.034452359
## 1255 -3.237742431 -0.8791611099 0.4630140898 0.4235951703 -1.015261747
## 1256 -3.299628451 -0.9231419366 0.2864479039 0.4223028621 -1.029483322
## 1257 -3.301646897 -0.9283683581 0.2900638525 0.4207189043 -1.025305108
## 1258 -3.390545282 -0.9131810212 0.3096983382 0.4443372836 -1.126113518
## 1259 -3.404711208 -1.0626282084 0.5195594239 0.1953904095 -1.119387455
## 1260 -3.656556709 -1.2680102934 0.9083546633 0.1435942195 -0.964765765
## 1261 -3.830590915 -1.5611009301 1.0248011280 0.0532921349 -1.027338052
## 1262 -3.823356419 -1.5286272328 0.9893184957 0.0597606422 -1.023613552
## 1263 -3.774148074 -1.5303721043 0.9671577914 0.0165609050 -0.977060814
## 1264 -3.774956318 -1.5362669368 0.9669793949 0.0133937283 -0.972827981
## 1265 -3.944031756 -1.7870067371 0.8114176705 -0.1155101014 -0.924903614
## 1266 -4.158870452 -1.7641647568 0.8543427397 -0.0032090955 -1.071658293
## 1267 -4.147881504 -1.7893922931 0.9409504571 -0.0496140634 -0.987158425
## 1268 -4.065981990 -1.7356946353 0.8181164372 -0.1441728129 -0.986366597
## 1269 -4.032352348 -1.6937964858 0.8062066497 -0.2064593752 -0.983617299
## 1270 -4.056388824 -1.1462780107 1.4666876237 0.4102864176 0.578740911
## 1271 -4.071069771 -1.1249533925 1.5560134237 0.3963042888 0.598587923
## 1272 -3.978493198 -0.9650594874 1.3644461120 0.3926411756 0.579724257
## 1273 -3.983762815 -0.9582370688 1.3621244906 0.3670102372 0.586026184
## 1274 -4.158629037 -0.9984115656 1.5316300456 0.2761530348 0.599424611
## 1275 -4.158802103 -0.9988163113 1.5326353568 0.2749682709 0.600933716
## 1276 -4.150561470 -0.9702053950 1.5337096766 0.2671231004 0.667700706
## 1277 -4.047950448 -0.7231268203 1.5328777642 0.1910896505 0.742139880
## 1278 -4.071965587 -0.6976920251 1.6665145170 0.1686680036 0.769944342
## 1279 -4.134674809 -0.6555295897 1.7448669300 0.2418155588 0.772347052
## 1280 -4.614130569 -1.3630015737 2.6722886880 0.0107604328 1.346045515
## 1281 -4.619937531 -1.3765268289 2.6885716869 -0.0055896478 1.349972308
## 1282 -4.623832251 -1.2955736904 2.7913067502 0.0347519923 1.514410808
## 1283 -4.717365580 -1.5398344368 2.9296876502 0.0095345310 1.657172161
## 1284 -4.692853728 -1.5040579872 2.9563755384 -0.0734078254 1.713824684
## 1285 -4.660683811 -1.2991863708 2.9609263514 -0.0527538355 1.784690402
## 1286 -4.881238709 -1.4563683178 3.2509921991 0.0383084804 1.840782788
## 1287 -4.941685792 -1.5060702566 3.2764911502 -0.0018259990 1.953931417
## 1288 -5.109761585 -1.6542682310 3.8827195382 -0.1198201976 2.184174229
## 1289 -5.161327923 -1.6870642688 3.8658668616 -0.1657893825 2.213542174
## 1290 3.285549400 2.3370675125 1.3085742666 1.2176446429 -0.608955248
## 1291 3.277796345 2.3000112008 1.3559045933 1.1867917956 -0.589036920
## 1292 -0.148807343 -0.2634588666 -0.1124083010 0.3497421613 0.123469732
## 1293 -0.178337762 -0.3147165013 -0.1290158565 0.3422916589 0.135423421
## 1294 -0.177993893 -0.3160620606 -0.1267397337 0.3395478361 0.137745318
## 1295 -0.560809307 -0.6597860094 -0.2722080878 0.0937603749 0.323182033
## 1296 -0.551045314 -0.6392957947 -0.2013458904 0.0744893154 0.300301197
## 1297 -0.552370494 -0.6442498137 -0.2027950985 0.0728811977 0.303721238
## 1298 -0.451141418 -0.7030683550 -0.0786305181 0.1044709038 0.432638022
## 1299 -1.017349987 -1.2200399089 0.3606779711 -0.0847748519 0.578626880
## 1300 -0.115756182 -0.4073171218 -0.0375271378 -0.0782834177 0.541415188
## 1301 -0.115530555 -0.4150935814 -0.0351639110 -0.0845687122 0.547273606
## 1302 -0.041763999 -0.3334970428 -0.0965834949 -0.0536376936 0.530244065
## 1303 -0.040712008 -0.3377507839 -0.1051570451 -0.0537044182 0.529884783
## 1304 -0.210104576 -0.5826642506 -0.0373436499 -0.2739033987 0.623852168
## 1305 -0.258624321 -0.5195781822 -0.1368584631 -0.3318331437 0.664050633
## 1306 -0.253616419 -0.4954458137 -0.1764402019 -0.3242381932 0.667334021
## 1307 -0.177395446 -0.4757279800 -0.1318791012 -0.3962174983 0.700350122
## 1308 -0.319504907 -0.4657318972 0.0407670563 -0.3140760546 0.434121550
## 1309 -0.318430888 -0.4714882509 0.0269274121 -0.3168272313 0.434353912
## 1310 -0.457827462 -0.5927012414 0.0647643413 -0.4790413300 0.533191301
## 1311 -0.590676582 -0.6601440500 0.0096363924 -0.5124034093 0.560157090
## 1312 -0.557937972 -0.5305913979 -0.0408291648 -0.4772454582 0.547406936
## 1313 -0.589139091 -0.5606638795 -0.0819602950 -0.5368062681 0.595420505
## 1314 -0.752368487 -0.5806140059 -0.1836904173 -0.4605289987 0.488527572
## 1315 -0.658632846 -0.5359530002 -0.2378444117 -0.4814542489 0.515134134
## 1316 -0.680289215 -0.5544827525 -0.2093536137 -0.4759322695 0.526552815
## 1317 -0.496879177 0.1157108901 -0.0167228821 0.5031112476 1.990608324
## 1318 -0.502615800 0.1033657867 0.0013814367 0.4856110440 1.996011961
## 1319 -0.500621911 0.0974667963 0.0365377687 0.4951577055 2.073355521
## 1320 -0.551324967 0.0534772167 0.0151443483 0.4690415000 2.094086143
## 1321 -0.638539776 -0.0256037161 0.0060024684 0.4156339322 2.128709748
## 1322 -0.643311639 -0.0267290334 0.0424095193 0.3849435459 2.136110887
## 1323 -0.633623988 0.0194313560 0.0390075201 0.3884925174 2.127585079
## 1324 -0.675399367 -0.0290584150 0.1079710713 0.2828523519 2.175763285
## 1325 -0.728512777 -0.0651954884 0.1279484525 0.2953923456 2.171336036
## 1326 -0.773767056 -0.1183723128 0.1899270059 0.2166151687 2.181761160
## 1327 -0.762920480 -0.0668379735 0.1912870981 0.2198815737 2.175081209
## 1328 -0.764731723 -0.0689005004 0.1965362621 0.2114846705 2.180682269
## 1329 -0.779901821 0.1144143463 0.0705913836 0.1782342502 2.215158753
## 1330 -0.736161761 0.2070786347 0.0484027847 0.1932093106 2.197968536
## 1331 -0.988825877 0.3258896727 0.1067927664 0.3604706763 1.980538088
## 1332 -0.987924463 0.3292769826 0.1094426648 0.3577361153 1.984399241
## 1333 -1.285172614 0.9792052911 0.7704032073 0.2925994497 1.729281289
## 1334 -1.313151410 0.9647788120 0.7342445039 0.2770850923 1.735885720
## 1335 -1.298518822 0.8910618910 0.7418315282 0.1998350062 1.714867067
## 1336 -1.298555019 0.8929420121 0.7449998804 0.1986432662 1.716827707
## 1337 -1.299880199 0.8879879932 0.7435506724 0.1970351485 1.720247748
## 1338 -1.411468106 0.7846617693 0.5922772738 0.2837564613 1.880552027
## 1339 -1.409492211 0.7918411348 0.5965717594 0.2794721032 1.886765228
## 1340 -1.401360195 0.8075342917 0.6479436556 0.2081604520 1.912589656
## 1341 -1.417232533 0.7955376110 0.6481651119 0.2143650656 1.908903103
## 1342 -1.438848568 0.7819107941 0.6221987192 0.2285146220 1.913435090
## 1343 -1.457701584 0.7606569204 0.6066573138 0.2099152669 1.936820492
## 1344 -1.367435579 1.0964048550 0.2596354308 0.2956360605 1.889398201
## 1345 -1.291409486 1.3356776659 0.1047926213 0.3300334215 1.885592290
## 1346 -1.367977119 1.6123980043 0.0660717171 0.5036487835 1.703538548
## 1347 -1.370925317 1.5916026875 0.1124811480 0.4635395678 1.709791915
## 1348 0.190600886 0.8114600177 -0.1319965603 0.6734253511 1.269218647
## 1349 0.200823446 0.8575000940 -0.1377835435 0.6773303813 1.260078002
## 1350 0.202909849 0.8649589105 -0.1336567495 0.6730701047 1.266128238
## 1351 0.190484021 0.8894253369 -0.1204993309 0.6823592925 1.256869654
## 1352 0.189653977 0.8889368525 -0.1185961680 0.6793035471 1.259381277
## 1353 0.136290766 0.8577645700 -0.0761075891 0.5685721676 1.320334168
## 1354 0.144181570 0.8360376838 -0.0325910447 0.5218910041 1.322773485
## 1355 0.108890717 0.9052373867 -0.1303632503 0.5555029031 1.339976404
## 1356 0.067857880 0.9502394235 -0.1134217419 0.5610768959 1.331709008
## 1357 0.070487580 0.9587628422 -0.1056934037 0.5552265028 1.339186536
## 1358 0.201455803 1.4894760553 -0.3859040396 0.7159633944 1.347117660
## 1359 0.189533227 1.4336568931 -0.3321134644 0.5911742922 1.385097676
## 1360 0.182533569 1.4583008919 -0.3112778794 0.5846872062 1.402594217
## 1361 0.036699324 1.5697438862 -0.3755006288 0.7208279546 1.251562373
## 1362 0.041960934 1.5816434021 -0.3261749625 0.7286452394 1.332172689
## 1363 0.073700029 1.6337660367 -0.1614535749 0.7542000911 1.544653731
## 1364 0.074502753 1.6443364109 -0.1482882738 0.7489047978 1.552728400
## 1365 -0.022606663 1.7813697509 -0.1772545382 0.7649774813 1.509732972
## 1366 -0.022021195 1.8601077141 -0.1253486755 0.9381577327 1.684445659
## 1367 -0.022761680 1.8637232116 -0.1188399447 0.9350478992 1.688131962
## 1368 -0.114719084 1.9043312312 -0.0016884211 1.1032837044 1.745758263
## 1369 -0.113147378 1.9198211226 0.0126032577 1.0970362431 1.755214699
## 1370 -0.109101799 1.8858973942 0.0651485963 1.0225359407 1.781544637
## 1371 0.053637390 2.2053806013 -0.0625930726 1.0256948170 1.763939922
## 1372 0.043557848 2.1897181166 -0.0225937395 0.9967669920 1.755871508
## 1373 0.098744261 2.4840662975 -0.0576675405 1.0798057676 1.867187134
## 1374 0.093798427 2.5317341701 -0.0410458819 1.0373646596 1.893021641
## 1375 0.023079905 2.5827954099 0.0194270903 1.0836789660 1.820189115
## 1376 0.051905069 2.7020614664 0.0263707101 1.0810862130 1.832098015
## 1377 0.049702086 2.7038884169 0.0383227405 1.0782616305 1.835730667
## 1378 0.068725251 2.7104377297 0.1118578269 1.0404622863 1.881211026
## 1379 0.069790368 2.6825137361 0.1665916996 0.9711243984 1.923140646
## 1380 0.213502208 2.9910829235 -0.0616701108 0.9439672897 1.895181209
## 1381 0.228757645 3.0673314986 -0.1303754194 0.9601829120 1.896676165
## 1382 0.283734018 3.2898307017 -0.2230730416 1.0157588861 1.891156033
## 1383 0.241293865 3.6512878806 0.1372669510 0.9690105806 1.890314453
## 1384 0.251056560 3.6170191761 -0.0694825356 1.0103848527 1.837536333
## 1385 0.245170167 3.6187383569 -0.0469562791 1.0032664498 1.844991104
## 1386 0.214052604 4.8601769310 1.5755690559 0.8535501366 2.250489920
## 1387 -2.803233179 -1.8893418217 -0.7941412574 0.7311318245 -0.226522255
## 1388 -2.799154601 -1.9050252158 -0.7504281771 0.6892031894 -0.215612077
## 1389 -2.784126472 -1.9284442021 -0.7126574363 0.6459037328 -0.203038589
## 1390 -2.781265008 -1.9687423705 -0.6140769088 0.5474989165 -0.188621346
## 1391 -2.708168592 -1.9718885395 -0.4984332669 0.3593161897 -0.161117036
## 1392 1.050413490 0.8360564011 0.3854958663 0.2677633588 -0.135173261
## 1393 1.261825470 1.0206404537 0.4362265537 0.2672363271 -0.099101303
## 1394 1.236302644 0.9966072062 0.4647330485 0.2399151782 -0.097138505
## 1395 1.237338573 0.9944530446 0.4587097714 0.2397197143 -0.097020996
## 1396 1.237165507 0.9940482989 0.4597150827 0.2385349505 -0.095511891
## 1397 1.236900351 0.9934106774 0.4608601369 0.2373301187 -0.093866981
## 1398 1.236727285 0.9930059317 0.4618654481 0.2361453549 -0.092357876
## 1399 1.236554219 0.9926011860 0.4628707593 0.2349605910 -0.090848771
## 1400 1.236252227 0.9918704141 0.4640717107 0.2337477321 -0.089149539
## 1401 1.239449022 0.9944598541 0.5076097785 0.2447197502 -0.014020786
## 1402 1.241384308 0.9959655368 0.5128013001 0.2388670714 -0.008534049
## 1403 1.068348500 0.8062406478 0.3849151124 0.0408658028 0.148122926
## 1404 1.329206265 1.0044199180 0.4463976293 -0.1050661377 0.278593249
## 1405 1.186731465 0.9015565721 0.2801770601 -0.0973250546 0.314075912
## 1406 1.135167411 0.8700681947 0.1948872284 -0.0720943039 0.316633293
## 1407 0.853487624 0.9856414350 0.3863908096 0.1480114552 -0.070808529
## 1408 0.937869608 0.8789473865 0.5540004509 -0.0889647260 0.082426917
## 1409 0.213386147 1.1444658134 0.8070989511 0.0018532654 -0.321277914
## 1410 0.210023125 1.1281684312 0.8043478710 -0.0056147408 -0.311244933
## 1411 1.862276076 0.2830899859 0.8445140809 0.3492770447 -0.852523567
## 1412 1.887116313 0.2792991725 0.8056795078 0.3534150765 -0.828638019
## 1413 1.757865641 0.3066133586 0.8731131855 0.4060674688 -0.955825261
## 1414 1.756334050 0.2997965359 0.8758895097 0.3976153245 -0.948883244
## 1415 1.702885445 0.1988975146 0.8118227812 0.2164735356 -0.899680602
## 1416 1.515955082 0.4127902979 0.4274328121 0.3398452556 -1.025197516
## 1417 1.288041169 0.3774511210 0.1306966326 0.4226845583 -1.044782422
## 1418 1.419375111 0.3801287753 0.2471362728 0.2542554936 -1.002510834
## 1419 1.418545067 0.3796402909 0.2490394358 0.2511997482 -0.999999212
## 1420 1.290492095 0.2674358173 0.4182166665 0.1694152050 -1.099546959
## 1421 1.277719284 0.2290764139 0.4343346692 0.1349325226 -1.078226079
## 1422 1.261094475 0.1397101058 0.5103029096 -0.0547541785 -0.949295417
## 1423 1.258617181 0.1302068136 0.5063991823 -0.0567856500 -0.943964440
## 1424 1.041167919 -0.1006327252 0.2241126205 -0.1055615175 -0.893281919
## 1425 1.147385182 -0.1444248428 0.4594448537 -0.3195933025 -0.829491337
## 1426 1.090462353 -0.1803003806 0.4202659025 -0.3517874167 -0.829694193
## 1427 0.835615082 -0.1501041990 0.5438077685 -0.2427004717 -1.034591428
## 1428 0.874194527 -0.0443252937 0.4926357827 -0.3037332746 -0.988083555
## 1429 0.761181513 -0.0187636700 0.5263105104 -0.3401927343 -1.018358143
## 1430 0.761008447 -0.0191684157 0.5273158217 -0.3413774981 -1.016849038
## 1431 0.718663108 -0.0884519085 0.5763435473 -0.4889625421 -0.897893273
## 1432 0.545804258 0.0042867140 0.6321179353 -0.3763060305 -1.055234942
## 1433 0.544682639 -0.1787233088 0.8274572510 -0.6667647567 -1.071045154
## 1434 0.472534285 -0.0276822378 0.5893946994 -0.6024033096 -1.167923654
## 1435 0.475198026 0.0682489345 0.5073242657 -0.5800832272 -1.195774899
## 1436 0.446376839 0.0172063236 0.4982759333 -0.6413584170 -1.158724626
## 1437 0.446780733 0.0192196450 0.5071585958 -0.6475622869 -1.153575704
## 1438 0.468618439 0.1728727133 0.4092970893 -0.4548912689 -1.220511007
## 1439 0.388288807 0.1198240989 0.5288741930 -0.5131832382 -1.231519377
## 1440 0.400726590 0.0668127748 0.6893112774 -0.4806318402 -1.041668498
## 1441 0.347872361 0.0222268510 0.7654782409 -0.4091771829 -0.882226056
## 1442 0.400713240 -0.0228930111 0.8699463143 -0.5710520682 -0.841777511
## 1443 0.399643722 -0.0197569172 0.8752897679 -0.5793995738 -0.834908804
## 1444 0.399470656 -0.0201616629 0.8762950791 -0.5805843377 -0.833399699
## 1445 0.374654218 -0.0406312108 0.9664897475 -0.6016056540 -0.655803560
## 1446 0.235705517 -0.1169099780 1.0958015963 -0.6784055199 -0.680244727
## 1447 0.277366187 0.1411128909 1.0238252729 -0.6586316312 -0.690084461
## 1448 0.244413520 0.0915118768 1.0872191842 -0.7340155416 -0.671801696
## 1449 0.292679151 0.0095014773 1.0899829825 -0.7700675488 -0.698479492
## 1450 0.317516445 -0.0689321822 1.1819763183 -0.9585455147 -0.616809922
## 1451 0.213713034 0.1339048292 1.2026678925 -0.8701807203 -0.760626039
## 1452 0.207872034 0.1285442307 1.2143306578 -0.9393522147 -0.756791085
## 1453 0.235124498 0.2815465122 1.2526288758 -0.8767470199 -0.824435250
## 1454 -0.030599537 0.2975745442 0.8608111827 -0.7863377508 -0.874442588
## 1455 -0.016703183 0.4009244365 0.9493929886 -0.7566102383 -0.767257005
## 1456 0.032952010 0.5393175837 0.7240240696 -0.8217082052 -0.757454479
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## 1486 1.433926790 1.2441236791 1.0247624193 1.7598229799 -1.097796748
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## 1523 -2.422476214 -1.8796925365 1.6322361086 -0.7139357756 0.384883277
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## 1526 -2.441350072 -2.0845479670 1.8168789295 -1.0784617280 0.523274910
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## 1528 -2.375788517 -2.3040063405 2.0752885657 -1.3464931317 0.802979251
## 1529 -2.426328996 -2.3596315485 2.0555151894 -1.3944715262 0.838783183
## 1530 -2.427137240 -2.3655263810 2.0553367930 -1.3976387028 0.843016016
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## 1535 -2.678373825 -2.2173061443 2.6341419599 -1.9707498715 0.731392708
## 1536 -2.716630030 -2.1674688585 2.6656843461 -1.9387414201 0.659383601
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## 1570 0.214170903 1.6372271125 -0.3699971735 0.1110762074 0.103096687
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## 1602 1.615629415 0.0337960258 -1.9953607610 0.4540586183 -1.605726153
## 1603 1.428307692 -0.0022115985 -1.9991346166 0.3558546269 -1.683023842
## 1604 1.262829110 0.0321176228 -2.2841189886 0.3778533036 -1.793371166
## 1605 1.154477849 0.0367716229 -2.3358133220 0.4281497918 -1.851813425
## 1606 1.103932719 0.0054025878 -2.4172493579 0.4549075192 -1.849598869
## 1607 1.066541608 -0.0336539204 -2.2545407287 0.4420462332 -1.718764703
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## 1609 0.982258651 -0.0217210295 -2.2190617359 0.4891105305 -1.771401489
## 1610 0.792257418 0.0916002666 -2.0917370340 0.6357391142 -1.995770099
## 1611 0.789966814 0.0911489049 -2.0835088043 0.6131439691 -1.990258359
## 1612 0.592379951 0.0356192652 -1.9869582357 0.5903544004 -2.045205478
## 1613 0.589610804 0.0346985793 -1.9835500439 0.5658142947 -2.045080713
## 1614 0.491829035 -0.0160668489 -2.1278191547 0.5633502680 -2.049235821
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## 1616 0.294900358 0.1177100820 -2.0816155284 0.7440898739 -2.282903011
## 1617 0.254365652 0.0585941245 -2.1706009912 0.6834110318 -2.259264917
## 1618 0.134586472 0.3834209101 -2.2651194610 2.1890328030 0.604615265
## 1619 0.112041542 0.3733475420 -2.1874016533 2.3326482408 0.751249917
## 1620 0.105665162 0.3594110804 -2.1727944059 2.3271799928 0.762645417
## 1621 0.057648774 0.3507809187 -2.2161334141 2.3537566578 0.826166163
## 1622 0.134353755 0.3457966194 -2.1170301873 2.2705525093 0.850238067
## 1623 0.112203380 0.3166490453 -2.1048642883 2.2231731075 0.932236654
## 1624 0.125161946 0.3138851353 -2.0208250450 2.2068065847 1.006889312
## 1625 0.123797699 0.3003635957 -2.0132363420 2.1944545322 1.018100947
## 1626 0.120110418 0.2741196970 -2.0158877465 2.1722903196 1.039883047
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## 1631 -0.304483423 0.2749094421 -1.6571553541 2.4875550788 1.056192855
## 1632 -0.331460245 0.2172594850 -1.6022704366 2.4762963026 1.097171958
## 1633 -0.486915862 0.1219535532 -1.8010461369 2.5184846851 1.101348492
## 1634 -0.539561829 0.0530816495 -1.7573700982 2.4752855570 1.150369601
## 1635 -0.613046253 0.0396824571 -1.4312089087 2.3235625096 1.242509761
## 1636 3.311858446 2.2002914566 1.3166465863 1.3992741889 -0.679718495
## 1637 0.423323727 0.1250355376 0.2707480495 0.8679463152 -0.258425353
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## 1644 -0.274864121 -0.7305691594 0.5427735580 1.0791633563 -0.087641655
## 1645 0.022214787 -0.8014433764 0.8886632117 1.5854457443 -0.004669478
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## 1663 -0.715454470 -1.5632158832 0.9667337274 2.0430504815 -0.164016582
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## 1667 -0.860984843 -1.7190343223 1.2903993500 2.1224000924 -0.191017306
## 1668 -0.859603158 -1.7325946807 1.3770010261 2.0786021815 -0.300702567
## 1669 -0.757435771 -1.5017844144 1.2993116438 2.0790136829 -0.296807113
## 1670 -0.580151368 -1.3591297716 1.2795896947 2.0537650237 -0.274300090
## 1671 -0.796352038 -1.0295198576 1.4172932466 2.4864253018 -0.641978825
## 1672 -0.488780422 -0.3393426658 1.2274392781 2.5878452549 -0.910202772
## 1673 -0.436254680 -0.4025128570 1.2343766137 2.5618303841 -0.950946574
## 1674 -0.436911463 -0.4291336819 1.2351776725 2.5464862241 -0.935432347
## 1675 -0.280708978 -0.4736119054 1.4288663396 2.2908360614 -0.846481891
## 1676 -0.350439660 -0.4461830185 1.4633945765 2.3301421951 -0.912130357
## 1677 -0.518576336 -0.4491835816 1.0649135869 2.3922139397 -1.032487068
## 1678 -0.631693910 -0.4202883802 1.0307723158 2.4485495910 -1.151112141
## 1679 -0.737808392 -0.5033698114 0.9425775082 2.3958396136 -1.118757357
## 1680 -0.692065367 -0.3904367833 0.9288888853 2.3409984276 -1.090262727
## 1681 -0.716966351 -0.3429709166 0.9599712164 2.6110908592 -1.228284353
## 1682 -0.668204879 -0.4222882189 0.9766714986 2.5782418542 -1.266889168
## 1683 1.165945954 -1.1712712395 0.6010146525 2.9533979810 -2.050312442
## 1684 1.121622000 -1.2092139126 0.5901508397 2.9315733954 -2.035310933
## 1685 1.118122921 -1.2176141284 0.5857741030 2.9242212268 -2.029009542
## 1686 0.871487777 -1.2992967291 0.1200511765 3.0414946137 -2.111354418
## 1687 0.907150099 -1.6585833499 0.5032140037 3.5583088348 -2.258616230
## 1688 0.810009496 -1.6437770588 0.5758650287 3.5790502727 -2.319146447
## 1689 0.884012915 -1.6791363015 0.6054923287 3.5282339172 -2.337899520
## 1690 0.906732416 -1.8014442564 0.7335660511 3.7030823371 -2.398560270
## 1691 0.834796653 -1.7757979451 0.7606077296 3.7564500820 -2.468525481
## 1692 0.851688733 -1.7077140593 0.8220712130 3.7856707537 -2.528866881
## 1693 0.768423542 -1.8810985172 0.6540782860 3.7601817569 -2.537167941
## 1694 0.866110970 -1.3849280773 0.3394818307 3.8812486337 -2.594678257
## 1695 0.855411732 -1.1052381827 0.1704936029 4.0464401905 -2.682943324
## 1696 0.864614495 -1.0554123071 0.1297006372 4.0453624910 -2.692397949
## 1697 0.816883897 -1.0693381719 0.2157753855 4.0144628778 -2.722404168
## 1698 0.870047989 -1.0841680687 0.2067554431 3.9423237949 -2.682263504
## 1699 0.858499748 -1.0588336515 0.2815414745 3.9624013680 -2.547146930
## 1700 0.876356108 -1.1792190605 0.3961352775 4.1508346349 -2.607429820
## 1701 0.720090969 -1.2756083821 0.2038823457 4.1611844556 -2.586231507
## 1702 0.615163550 -1.3614435615 0.2831980861 4.3965831231 -2.718192923
## 1703 0.620644794 -1.3648514606 0.3102668566 4.6131188846 -2.808014562
## 1704 0.644004965 -1.2517235036 0.2389622990 4.6389058771 -2.825134362
## 1705 0.587095280 -1.4999359719 0.5581611804 4.8911015091 -2.964680982
## 1706 0.533893448 -1.5190526426 0.5521487012 4.8495403941 -2.945982429
## 1707 0.534071674 -1.5154316895 0.5546806137 4.8435094973 -2.940417163
## 1708 0.469113615 -1.5803848590 0.5643993606 4.7560497475 -2.895728883
## 1709 0.468283571 -1.5808733434 0.5663025236 4.7529940020 -2.893217260
## 1710 0.475507929 -1.5758977209 0.6490994639 4.7767746102 -2.744729295
## 1711 0.564056397 -1.5092748213 0.9321987481 4.6658782671 -2.526232036
## 1712 0.585372374 -1.6345791107 1.0452613007 4.8080039861 -2.555643669
## 1713 0.584350160 -1.6457126923 1.0424927993 4.8031731655 -2.548912121
## 1714 0.511629325 -1.7316107040 0.8347463960 4.8074558155 -2.549138070
## 1715 0.358335068 -1.7937740875 1.0052783540 4.8440410388 -2.541655150
## 1716 -0.285200214 -2.3909341579 1.3245943948 4.6897582599 -2.393208200
## 1717 -0.519677308 -2.5411850887 1.3183919607 4.7297006316 -2.423658591
## 1718 -0.457671122 -2.5102234874 1.3323755802 4.7090582865 -2.405896235
## 1719 -0.494241970 -2.5448864944 1.4132311806 4.7072889859 -2.313817428
## 1720 -0.508097958 -2.7525799251 1.6213242772 4.7749893654 -2.350388736
## 1721 -0.398346651 -2.6065828676 1.6038860202 4.6815938729 -2.254933449
## 1722 -0.378028148 -2.7483984139 1.8393355176 4.8051561677 -2.112997393
## 1723 -0.345725081 -2.8043712330 1.9271133659 4.6653751037 -2.053374715
## 1724 -0.537306034 -2.8839400806 1.7738218263 4.6467243509 -2.077766350
## 1725 -0.566738766 -3.0132911024 1.9059715948 4.7985150730 -2.106650561
## 1726 -0.572467367 -3.0395188832 1.9155521790 4.7698290125 -2.082107388
## 1727 -0.488605262 -3.0383577070 1.9147177466 4.9670689081 -2.212565409
## 1728 -0.659587792 -3.1958696047 2.3313397406 5.3941755088 -2.160608624
## 1729 -0.757849929 -3.3900137717 2.5480909650 5.3586946158 -2.018296486
## 1730 -0.881998684 -3.5950282637 2.8338839979 5.5302106929 -2.090825029
## 1731 -1.007251337 -3.8737059251 2.9552153878 5.4655987827 -1.918996360
## 1732 -1.161840965 -4.2480432234 3.3648771063 5.2939261262 -1.544433927
## 1733 -1.556987732 -5.1254380057 4.0647419860 5.1904952830 -0.964719565
## 1734 -2.812537721 -1.9076676284 -0.7858519970 0.7109300377 -0.221391849
## 1735 -0.907400694 -0.8569920420 -0.3927543947 0.3419777699 0.038084457
## 1736 -1.254384112 -0.9787625769 -0.3053207099 0.6741993547 -0.236067262
## 1737 -1.268995310 -1.0066839396 -0.3077956045 0.6625199378 -0.225841170
## 1738 -0.379778428 -0.5390852011 -0.1983219855 0.3651201736 -0.068424060
## 1739 -1.117171217 -0.8077818395 -0.8560767179 0.4509045792 -0.194789034
## 1740 -0.927965475 -0.5054837684 -1.1420436361 0.4312949950 -0.178186782
## 1741 -1.064406736 -0.5989767921 -1.1804010221 0.3609763029 -0.150779818
## 1742 -1.141377065 -0.6379028094 -1.1332122563 0.3994762746 -0.197542429
## 1743 -1.149371821 -0.6431908050 -1.1023987215 0.3782564954 -0.205661045
## 1744 -1.155001489 -0.3637738351 -1.2826370829 0.4362060498 -0.194117286
## 1745 -0.835388757 0.0374603985 -1.4412701923 0.4292822689 -0.144780667
## 1746 -0.951404469 -0.0748200671 -1.4739031232 0.3495824181 -0.075788126
## 1747 -0.949684124 -0.0937852994 -1.4304471836 0.3298145477 -0.059717529
## 1748 -0.952582246 -0.1114396104 -1.4200150788 0.3052683391 -0.037396931
## 1749 -0.950557436 0.1257314928 -1.5465965719 0.3597229280 -0.056519432
## 1750 -0.953472841 0.1199113690 -1.5458308475 0.3543126436 -0.050686940
## 1751 -1.073587043 0.1273974515 -1.7192959360 0.4069524317 -0.096000721
## 1752 -1.068262198 0.1563485881 -1.7509955760 0.4135843608 -0.098096226
## 1753 -0.851420569 0.2950052647 -1.8152966308 0.3688656786 -0.080917359
## 1754 -0.703740614 0.3403044703 -1.9794457197 0.2689786940 -0.134610166
## 1755 -0.911885320 0.6148683665 -1.6414876673 0.2534950510 -0.225620077
## 1756 -0.945430635 0.7391574142 -1.6640570784 0.3058985812 -0.325655922
## 1757 -1.099559857 1.0536406508 -1.3745158476 0.2949012900 -0.481997949
## 1758 -1.011816281 1.1765764396 -1.5690461972 0.2866415995 -0.499489218
## 1759 -1.005021088 1.2107481681 -1.6049897090 0.2966423166 -0.500840494
## 1760 -0.887961955 1.2725324247 -1.5869227905 0.2565206796 -0.474146462
## 1761 -0.883056932 1.2947705436 -1.6252445169 0.2661574537 -0.475005023
## 1762 -0.964576491 1.3149602307 -1.6093476849 0.3107882134 -0.538225482
## 1763 -1.363604270 1.0342795298 -2.6394190437 0.5079928772 -0.399600912
## 1764 -1.299430927 1.0500934620 -2.5855550213 0.4740504361 -0.382932678
## 1765 -1.348219535 1.0280838112 -2.6797502949 0.3954273305 -0.429978559
## 1766 -1.328533466 0.9931818296 -2.6575096403 0.3102175476 -0.375125279
## 1767 -1.382700604 0.9309710308 -2.6566864175 0.2453733863 -0.342451698
## 1768 -1.437741420 0.8789008396 -2.4290353700 0.4699122202 -0.135998434
## 1769 -1.442984297 0.8749105744 -2.4148110795 0.4537529314 -0.137145054
## 1770 -1.436017491 0.9222683251 -2.4091747237 0.4523137834 -0.142613752
## 1771 -1.659808160 0.8648432594 -2.6643786977 0.4557469698 -0.207996165
## 1772 -1.648217096 0.8363299137 -2.5926062231 0.3436989604 -0.170979966
## 1773 -1.654241142 0.8274552322 -2.5717315416 0.3220435976 -0.162402419
## 1774 -1.691310266 0.7759969626 -2.4924254418 0.2052073730 -0.117104680
## 1775 -1.579404759 1.0732475349 -2.8106447056 0.2762481376 -0.133359733
## 1776 -1.583916115 1.4470957314 -2.9580090723 0.3124684225 -0.144394177
## 1777 -1.575644162 1.4880701555 -2.9905485045 0.3175077588 -0.140238535
## 1778 -1.482628852 1.6438638821 -3.0476422011 0.3415480469 -0.145369904
## 1779 -1.468192431 1.5890480882 -3.0218545719 0.2335575971 -0.126479879
## 1780 -1.581229706 1.5931391116 -2.8299361768 0.2729252946 -0.336161096
## 1781 -1.558919020 1.5970238773 -2.8245660532 0.1951860392 -0.260298907
## 1782 -1.568453204 1.7054002031 -2.8173582167 0.2115781008 -0.366718163
## 1783 -1.669581204 1.7263201110 -2.7316974297 0.3781582819 -0.311043329
## 1784 -1.678279385 1.7166493624 -2.7293807684 0.3525884128 -0.302325062
## 1785 -1.640787993 1.6935413197 -2.7482264197 0.2933316917 -0.353652911
## 1786 -1.642068394 1.6906392918 -2.7473728438 0.2916965300 -0.349645530
## 1787 -1.668201029 1.6194260353 -2.7715690430 0.1998843643 -0.294068569
## 1788 -1.671958145 1.5696538193 -2.5954339372 0.0235789669 -0.274988421
## 1789 -1.698552288 1.5283927112 -2.5949002991 0.0010647871 -0.246380004
## 1790 -1.719498802 1.4833813422 -2.6262571275 -0.0868967148 -0.225675404
## 1791 -1.684914233 1.5337708600 -2.5731459024 -0.1548743877 -0.215869748
## 1792 -1.734076002 1.6478822240 -2.5889554455 -0.0926569248 -0.289445643
## 1793 -1.672663679 1.6143694827 -2.5867960592 -0.1391213449 -0.318766775
## 1794 -1.853466707 1.6608438872 -2.3566770999 -0.1625561602 -0.224982841
## 1795 -1.853661364 1.6616528809 -2.3513121358 -0.1671819543 -0.221179730
## 1796 -1.870221230 1.6457000883 -2.3258740283 -0.1814673607 -0.202641503
## 1797 -1.867543578 1.6550151834 -2.3201746105 -0.1839077812 -0.196843480
## 1798 -1.768227540 1.8186909899 -2.3275633627 -0.2269796182 -0.032106293
## 1799 -1.754138509 1.8573063588 -2.2824287686 -0.1920655998 0.113312562
## 1800 -1.820549412 1.7967889352 -2.2721829987 -0.2401306307 0.156226557
## 1801 -1.797014536 1.8800853196 -2.3268803884 -0.2121363395 0.155013879
## 1802 -1.751093946 2.0809253509 -2.5459218301 -0.1737705563 0.160794782
## 1803 -1.744384441 2.1116624604 -2.6249398642 -0.1887724485 0.164491482
## 1804 -1.646888927 2.0278494130 -2.5394269421 -0.3810527801 0.196168280
## 1805 -1.554494600 2.3668164509 -2.6641508690 -0.2832032349 0.162033130
## 1806 -1.524987767 2.4883638416 -2.7311991996 -0.2621970222 0.154717152
## 1807 -1.500442594 2.5362386022 -2.5990975923 -0.2536354936 0.294197820
## 1808 -1.505935735 2.5216289132 -2.5854059723 -0.2589927944 0.304544587
## 1809 -1.471137422 2.4634109320 -2.8889347443 -0.1487485765 0.238351630
## 1810 -1.422215055 2.6293520891 -2.9504554332 -0.0701070897 0.303437101
## 1811 -1.417710408 2.5772230695 -2.8628836127 -0.2220038015 0.420425152
## 1812 -1.522159160 2.5402498195 -2.7770521315 -0.2390823132 0.372661732
## 1813 -1.500540205 2.6287728404 -2.6968041786 -0.2619733517 0.440504352
## 1814 -1.504888682 2.6358612294 -2.6321011496 -0.2938352426 0.536048147
## 1815 -1.492694035 2.6330776764 -2.6287271220 -0.3254557374 0.562553164
## 1816 -1.466050542 2.6579186282 -2.5859680451 -0.4074010722 0.607208451
## 1817 -1.548738001 3.0583616611 -2.7359191488 1.1963433807 3.645338997
## 1818 -1.688827889 3.1194181599 -2.6758335324 1.3120348521 3.500591350
## 1819 -1.679835172 3.0551938857 -2.6904457988 1.3931919787 3.589416521
## 1820 -1.685668170 3.0442872281 -2.6658998126 1.3751978067 3.597021349
## 1821 -1.901057000 2.9783502532 -2.8061479203 1.4234734705 3.525691547
## 1822 -1.949311110 2.9371659280 -2.7845034104 1.4024430077 3.551792171
## 1823 -1.957863352 2.9050004260 -2.7822391367 1.3935236097 3.574477172
## 1824 -1.926372885 2.9361869108 -2.7663052001 1.3660926818 3.601567361
## 1825 -1.979549321 2.9526884844 -2.6520976271 1.3731569266 3.551819056
## 1826 -2.057462042 2.8893685910 -2.5860234082 1.3160888719 3.578557794
## 1827 0.486813311 0.0449913089 -0.1907049988 0.1139283044 0.351363862
## 1828 -0.665773149 -0.6822533980 -0.4787060273 0.1220396648 0.320237711
## 1829 0.358117699 -0.0313008533 -0.0427691449 0.1724116688 0.242656937
## 1830 0.327163085 -0.0899525649 -0.0015228355 0.1074473581 0.267097113
## 1831 0.063316735 -0.2391309612 -0.0744406853 0.0384036108 0.314050345
## 1832 -0.329856584 -0.4343306486 -0.1444374439 0.0518306916 0.273043042
## 1833 -0.570956102 -0.6706175704 -0.2120143545 -0.1694273800 0.452302644
## 1834 -0.346692142 -0.4627641568 -0.4101917196 -0.2725660069 0.533743525
## 1835 -0.312844370 -0.4214112026 -0.4116647180 -0.2785752463 0.534543992
## 1836 -0.513222812 -0.4681618293 -0.4216794290 -0.2851676151 0.494850865
## 1837 -0.501200744 -0.4796837995 -0.3527767564 -0.3332197205 0.513465610
## 1838 -0.498422993 -0.4799914832 -0.3641155944 -0.3325639869 0.511493120
## 1839 -0.545915249 -0.3034393503 -0.4590583046 -0.3336934740 0.525433309
## 1840 -0.727910237 -0.0236140167 -0.4527965739 -0.1092206946 0.277851615
## 1841 -0.835093276 -0.0536335602 -0.5044598006 -0.1367374183 0.290434864
## 1842 -0.836580297 -0.0542057832 -0.5016587859 -0.1416641452 0.293949005
## 1843 -0.898118890 0.1118046446 -0.5142155273 0.1013335085 0.413301650
## 1844 -0.858230516 0.1722437516 -0.5242201615 0.1259381848 0.397528812
## 1845 -0.852834844 0.0648304524 -0.3640411819 -0.1466643125 0.431449320
## 1846 -1.123070477 0.2492619257 -0.0936919670 -0.1689854851 0.321793828
## 1847 -1.350776709 0.0989623439 -0.6037691463 -0.0029302081 0.482392315
## 1848 -1.540729094 0.1628199163 -0.6132166124 0.1243183903 0.290845726
## 1849 -1.540902160 0.1624151706 -0.6122113012 0.1231336264 0.292354831
## 1850 -1.664776533 0.1123211900 -0.6649180435 -0.0167439866 0.361307343
## 1851 -1.803934348 0.1575365206 -0.8937326925 0.0286787840 0.246132911
## 1852 -1.803024926 0.1548965463 -0.8880663023 0.0209832932 0.250870035
## 1853 -1.805910928 0.1539637301 -0.8800863756 0.0038453473 0.260158048
## 1854 -1.734996956 0.2439645891 -0.8187779420 -0.0128334300 0.243268270
## 1855 -1.472858679 0.4576848526 -0.9338019688 -0.0252884501 0.288750346
## 1856 -1.778653210 0.3180402446 -0.8760085016 0.0660557055 0.189453241
## 1857 -1.728170686 0.3805192289 -1.0173003655 0.0316562727 0.181286803
## 1858 -1.724193301 0.4383669232 -1.0967121910 0.0259570274 0.179338879
## 1859 -1.723699432 0.4383205019 -1.0915782736 0.0214648923 0.185323885
## 1860 -1.667695153 0.3865193354 -1.0320008727 -0.1218071811 0.279334755
## 1861 -1.703892501 0.4758250126 -0.8711307453 -0.2008224230 0.410109032
## 1862 -1.750097956 0.5143009485 -0.9187003334 -0.1539939702 0.282362955
## 1863 -1.750267440 0.5140603620 -0.9175107995 -0.1551808976 0.283919047
## 1864 -1.693380973 0.5456094661 -0.8848196053 -0.1684280480 0.303972296
## 1865 -1.587183935 0.8178620306 -1.2244590023 -0.1014736220 0.282029506
## 1866 -1.595596003 0.9141894725 -1.2143942957 -0.2041660300 0.318121139
## 1867 -1.635151364 0.9191637973 -1.2615425792 -0.2184994117 0.339686480
## 1868 -1.545689020 1.1080863336 -1.3313777800 -0.2384763728 0.377351861
## 1869 -1.555994840 1.1323096575 -1.3611628903 -0.2282908891 0.373998517
## 1870 -1.715063623 1.1784514827 -1.2736588278 -0.1545052339 0.240870660
## 1871 -1.910277498 1.1781187280 -1.1883612704 -0.0778141797 0.126638476
## 1872 -1.910446982 1.1778781415 -1.1871717365 -0.0790011071 0.128194568
## 1873 -1.812243994 1.2378402845 -1.1186991903 -0.0947747849 0.157643937
## 1874 -1.901954599 1.1900014138 -0.9664539135 -0.0879364758 0.025299082
## 1875 -1.909635756 1.2822146112 -0.9945662590 -0.0977961133 0.039935251
## 1876 -1.943044772 1.2294320201 -0.9384280024 -0.1659581971 0.052650307
## 1877 -1.987277814 1.1744517498 -0.8569055514 -0.2352483524 0.074671737
## 1878 -1.989292678 1.1693894875 -0.8531053801 -0.2368344737 0.078896938
## 1879 -2.101258431 1.0592751852 -0.9528393306 -0.3199642935 0.109441705
## 1880 -2.141609445 1.0266220098 -0.8000846247 -0.5204392192 0.137592154
## 1881 -2.145290319 1.0230639302 -0.7827265543 -0.5508909642 0.136292631
## 1882 -2.179244891 1.0701410075 -0.7163890755 -0.4988114561 0.074781713
## 1883 -2.235607539 1.0123817373 -0.6853556448 -0.5288743159 0.107370984
## 1884 -2.210082476 1.0822394525 -0.6507466572 -0.5478826135 0.120236598
## 1885 -2.147888945 1.0426117880 -0.6515623101 -0.5952653766 0.089468799
## 1886 -2.085127008 1.0936445768 -0.7348316310 -0.6621383092 0.100857587
## 1887 -2.063335104 1.1368500497 -0.8244889122 -0.6467969587 0.094015028
## 1888 -2.063772096 1.1362254994 -0.7680404363 -0.6455425796 0.164095338
## 1889 -2.105162155 1.1107371807 -0.7823150959 -0.6667331094 0.184906740
## 1890 -2.203601815 1.1420626445 -0.9321965249 -0.6426804232 0.108085695
## 1891 -2.125705584 1.4461640448 -0.9148057947 -0.5422358744 0.229753951
## 1892 -2.131002837 1.4741348115 -0.9928339556 -0.5174662094 0.260994896
## 1893 -2.200686016 1.4375919012 -0.9866371436 -0.4806444042 0.414611690
## 1894 -2.314070502 1.4333728332 -0.9439759227 -0.4452134186 0.365310521
## 1895 -2.362792425 1.4099062151 -0.9879101030 -0.4096176370 0.356279315
## 1896 -2.298266682 1.7266702963 -1.1041067848 -0.3869241458 0.342122882
## 1897 -2.380648440 1.7738203762 -1.1106122079 -0.3217303446 0.269089223
## 1898 -2.419494480 1.8344847731 -1.0796503453 -0.2529080576 0.282967101
## 1899 -2.416700425 1.8349863612 -1.0312569209 -0.2488280017 0.361998829
## 1900 -2.430964969 1.8110077586 -1.0061117293 -0.2819377804 0.380709716
## 1901 -2.572209658 1.9647902563 -0.9738679338 -0.1483759049 0.240559970
## 1902 -2.554588954 1.9898995652 -0.8473295422 -0.1569499488 0.388272925
## 1903 -2.544041271 2.0283047692 -0.8428166467 -0.1622233767 0.386218341
## 1904 -2.673281019 2.4243671031 -0.8021175256 -0.0771239203 0.212524259
## 1905 -2.674756398 2.4243283977 -0.7987177871 -0.0820576787 0.216191108
## 1906 -2.633424176 2.5245540258 -0.7556341087 -0.1751655258 0.263809289
## 1907 -2.719439283 2.6576216738 -1.0345591216 -0.0924580874 0.177477407
## 1908 -2.692477803 2.5821150075 -1.0138489084 -0.1727498037 0.138086906
## 1909 -2.908028394 2.5045276018 -1.1821746400 -0.1013897763 0.090613762
## 1910 -3.895393946 1.6727983859 -0.3976649184 -0.2312572481 0.442539984
## 1911 -4.227984283 1.4321841163 -0.1325842851 -0.1601880662 0.578422026
## 1912 -4.142736153 1.5304456767 -0.3836946624 -0.1664700044 0.557099676
## 1913 -4.170042947 1.5063272047 -0.2742713624 -0.1587747391 0.628595937
## 1914 -4.150289221 1.5601243648 -0.3142273135 -0.1645534891 0.631182147
## 1915 -4.263995429 1.3366408714 -0.0713330446 -0.2127950353 0.784385060
## 1916 -4.521138766 1.1665585562 -0.0579835344 -0.1458568757 0.797163857
## 1917 -4.508820365 2.5126268015 -1.0379616155 0.6098544671 -0.498364236
## 1918 0.266445483 0.0235972602 -0.1121211750 0.4267057702 0.046677587
## 1919 1.548410948 0.8351412465 0.5078238645 0.6106720873 -0.215273664
## 1920 1.427604597 0.8717698320 0.6223116024 0.6596971073 -0.351422082
## 1921 1.410874269 0.8290891929 0.6651093161 0.6104063531 -0.343128461
## 1922 1.399845244 0.8039756507 0.7162424240 0.5615808679 -0.342797019
## 1923 1.389470460 0.7879250319 0.7483273864 0.5333422981 -0.342681568
## 1924 -0.315568762 0.0623501069 0.6841741804 0.7876830829 -0.788368244
## 1925 -0.508637268 -0.1613009500 0.6511841039 0.5625932207 -0.660095833
## 1926 -0.578083077 -0.2098516645 0.6502345130 0.5779567860 -0.654249719
## 1927 -0.589085921 0.0688846347 0.5752328224 0.6838896894 -0.757798548
## 1928 -0.385362234 0.1677109885 0.6225906766 0.6322822009 -0.720312778
## 1929 -0.384298525 0.1630107915 0.6207693886 0.6268889047 -0.717352739
## 1930 -0.211372364 0.3079141175 0.5342045244 0.5988775812 -0.755899383
## 1931 -0.400346832 0.0923016807 0.5310250311 0.3860803227 -0.617361797
## 1932 -0.287373751 0.5189382941 0.3509509021 0.4882110975 -0.651399899
## 1933 -0.265207745 0.6010052794 0.3006720311 0.5189030602 -0.654258775
## 1934 -0.148367701 0.8088654718 0.1050938191 0.5719327901 -0.708969846
## 1935 -0.150931274 0.8468374102 0.0271101613 0.5801685433 -0.710536695
## 1936 -0.181413275 0.8759634404 0.0671843414 0.5958560683 -0.753964715
## 1937 -0.254291942 0.9510965856 -0.1393164822 0.6390507452 -0.847704860
## 1938 -0.906229723 0.5436439323 0.0827346362 0.6433274152 -0.751766132
## 1939 -1.002643211 0.6080706247 0.0365753064 0.6994868270 -0.825330821
## 1940 -1.372786127 0.5263003230 0.1557693437 0.7830301169 -1.019348150
## 1941 -1.356088221 0.5127172070 0.1921580876 0.7173234977 -1.012715404
## 1942 -1.571139299 0.5944340877 0.3264981353 0.8751390208 -1.232978090
## 1943 -1.572582721 0.5830491684 0.3251360311 0.8699894315 -1.226021528
## 1944 -1.574382316 0.5823445833 0.3277917085 0.8561915059 -1.224703334
## 1945 -1.574178488 0.5799744718 0.3322364946 0.8500176426 -1.220566126
## 1946 -1.553024430 0.6150544814 0.1138675610 0.8655559808 -1.247480153
## 1947 0.381830244 -0.2582314314 0.1466863345 1.4734788346 -1.756756991
## 1948 0.312344259 -0.3259339881 0.1564426779 1.3664522075 -1.714297584
## 1949 0.307108032 -0.3426283690 0.1758278480 1.3468852924 -1.708101423
## 1950 0.335408303 -0.3933128748 0.2714017485 1.2500656082 -1.637727160
## 1951 0.273208151 -0.4247953318 0.2760473436 1.1863575110 -1.589833849
## 1952 0.376299752 -0.3790670735 0.3300247304 1.1336792526 -1.565810040
## 1953 0.386450195 -0.4171966310 0.4106816607 1.0565277223 -1.547108808
## 1954 0.382926703 -0.4518508864 0.4218838562 0.9995683917 -1.532846785
## 1955 0.418903031 -0.3581525734 0.4944065852 1.0665869027 -1.614419502
## 1956 0.325553648 -0.3508187632 0.5270663925 1.1135901839 -1.673867698
## 1957 0.325504461 -0.3500030416 0.5297407887 1.1073050767 -1.670898813
## 1958 0.364481734 -0.3418890616 0.5708117743 1.0994817381 -1.674318368
## 1959 0.239745386 -0.2534391680 0.7907659679 1.1178843933 -1.784197055
## 1960 0.103779020 -0.3437504473 0.8324692306 1.0366338746 -1.769473860
## 1961 0.097017878 -0.3469537602 0.8439677954 1.0199558611 -1.758232336
## 1962 0.117353232 -0.4105895125 0.8990981202 0.9240609154 -1.709749237
## 1963 0.174714468 -0.4273510401 0.9664994601 0.8060288454 -1.687043119
## 1964 -0.055907744 -0.3344019410 1.1380784612 0.9499323476 -1.927879990
## 1965 -0.050016884 -0.4198057165 1.2935862409 0.7882820217 -1.913090714
## 1966 -0.010959863 -0.4569516112 1.6005182447 0.6053624867 -1.880694918
## 1967 -0.010062926 -0.4537695004 1.6029378647 0.6026306302 -1.876892499
## 1968 -0.151741128 -0.5934105494 1.5599232287 0.4728469122 -1.789311390
## 1969 -0.188698786 -0.6081354166 1.4103923244 0.4923483372 -1.786854053
## 1970 -0.198584313 -0.6282943312 1.4491908871 0.4767101277 -1.771055512
## 1971 -0.136233845 -0.4188354430 1.2032275298 0.4867501835 -1.805782757
## 1972 -0.128096246 -0.3902288780 1.1718053729 0.4941035928 -1.808878003
## 1973 -0.128051420 -0.3951439177 1.1952434734 0.4819789670 -1.814067813
## 1974 -0.177632406 -0.4106112511 1.1305809295 0.5033010138 -1.815136670
## 1975 -0.199721233 -0.4295553520 1.1079213070 0.5085440830 -1.804736913
## 1976 -0.768305832 -0.2503784010 1.2954265652 0.9325803645 -2.395135129
## 1977 -0.783455440 -0.2512692038 1.2643815863 0.9229441268 -2.389848723
## 1978 -0.944802956 -0.3177933766 0.9435066003 0.8977184610 -2.428333685
## 1979 -0.968250790 -0.3461305725 0.9006943349 0.8924402316 -2.420321887
## 1980 -1.280059893 -0.3365621430 0.5086090165 0.9668359132 -2.403534834
## 1981 -1.296942404 -0.3527211012 0.5529946900 0.9490674242 -2.401985391
## 1982 -1.278193118 -0.3907095485 0.6394707636 1.0037762106 -2.228574555
## 1983 -1.268800742 -0.4264027302 0.6749551781 0.9329504563 -2.209925715
## 1984 -1.258700392 -0.4172233352 0.7388180467 0.9338668705 -2.134447343
## 1985 -1.258356522 -0.4185688945 0.7410941695 0.9311230477 -2.132125446
## 1986 -1.225730491 -0.4013716348 0.6031377779 0.9375427947 -2.121507240
## 1987 -1.189979451 -0.3951515863 0.6015838712 0.8559462240 -2.125049765
## 1988 -1.118032130 -0.1576194827 0.5136540047 0.8442073657 -2.103369372
## 1989 -1.108119264 -0.1784685773 0.5371281568 0.7814487335 -2.087079523
## 1990 -1.127381337 -0.0203889214 0.3571066975 0.7425358615 -2.097880646
## 1991 -1.135213429 -0.0328381678 0.3466495477 0.7265744912 -2.085829557
## 1992 -1.266900034 -0.0065147041 0.0119762729 0.7082122215 -2.094877601
## 1993 -1.277081271 0.0289638528 0.0169272762 0.7289937804 -2.045393599
## 1994 -1.305166488 0.0065403459 0.0034846794 0.7360733725 -2.031607688
## 1995 -1.305062093 0.0088193649 0.0092010929 0.7280377895 -2.024928707
## 1996 -1.632800260 -0.2209298073 0.1112275862 0.6958564525 -1.942325312
## 1997 -1.579200365 -0.2841808894 0.1342753296 0.6381711735 -1.960208418
## 1998 -1.646743506 -0.4362150265 0.1045017496 0.5878675415 -1.853177359
## 1999 -1.652259614 -0.4456597748 0.1222939800 0.5693818352 -1.850940558
## 2000 -1.723640466 0.1637242598 -0.7802303971 0.9206609303 -2.175045047
## 2001 -1.779660193 0.0900589207 -0.8259305516 0.8835405743 -2.155385935
## 2002 -1.715984310 0.1661184833 -0.8316314031 0.9518296179 -2.014495010
## 2003 -1.707073998 0.1736985892 -0.8159137039 0.9318962789 -1.987236789
## 2004 0.416227606 -0.7727085671 -1.5503230447 1.4556489232 -2.805879240
## 2005 0.336649982 -0.9695973888 -1.7786302832 1.5252712148 -2.540767687
## 2006 0.293131746 -1.0125568495 -2.0550183129 1.5925565315 -2.542632991
## 2007 0.292811781 -1.0057549539 -1.9631524176 1.5459043714 -2.478009318
## 2008 0.276052244 -1.0658414097 -1.8693954232 1.4581587784 -2.463286337
## 2009 0.251267137 -1.0822526905 -1.9108486881 1.4619547709 -2.471933242
## 2010 0.292210699 -1.0308808429 -1.7479491134 1.5404956624 -2.302356834
## 2011 0.290622527 -1.0300705113 -1.6884945834 1.5469179169 -2.217421249
## 2012 0.263414656 -1.0554983329 -1.5975599905 1.5352000020 -2.176418734
## 2013 1.552458084 1.1010669623 0.6580412109 1.0974284613 -0.529531209
## 2014 2.723083335 2.0721149501 1.2826187140 1.5736010110 -0.937852539
## 2015 2.723833188 2.0703230516 1.2827054930 1.5711851519 -0.935955351
## 2016 2.699042071 2.0213494678 1.3092286902 1.5323404978 -0.925401704
## 2017 2.699680972 2.0200520436 1.3058553137 1.5318116614 -0.924742018
## 2018 2.697983031 2.0087035491 1.3220290225 1.5144559999 -0.914539263
## 2019 0.051293469 -0.1387061238 -0.3024912972 -0.0688786383 0.417028029
## 2020 0.132786702 -0.1117179633 -0.1249415297 -0.2692286029 0.407809409
## 2021 0.121005040 -0.1005754267 -0.1424768321 -0.2666041399 0.417459114
## 2022 -0.120739901 -0.0462424958 -0.0440520312 -0.1447714531 0.249356078
## 2023 -0.434584489 0.7923005629 0.2145149074 0.6475172590 1.633652523
## 2024 -0.348593642 0.8757169595 0.2807428269 0.5644412312 1.703154499
## 2025 -0.389118056 1.0452196690 0.1427295987 0.5917976823 1.720898114
## 2026 -0.363963325 1.1391972488 0.0844804935 0.6178021563 1.712929919
## 2027 -0.375407955 1.0757836223 0.1310898089 0.5389360425 1.752041633
## 2028 -0.476698963 0.9492589459 0.1662556982 0.4334712105 1.827069700
## 2029 -0.469682275 0.9666023968 0.1697483730 0.4319008816 1.833621396
## 2030 -0.476833532 0.9091162104 0.1968153715 0.3521406022 1.889317837
## 2031 -0.416349311 1.0905932386 0.1503379847 0.3350958307 1.896158792
## 2032 -0.328442746 1.1597420522 0.0679836090 0.2586053901 1.887041497
## 2033 -0.147617182 1.2112294370 0.1595774654 0.0242197157 1.898613295
## 2034 -0.171777826 1.1510567428 0.2392610074 -0.0822488467 1.910729082
## 2035 -0.227912175 1.1137082497 0.2380116187 -0.1295131274 1.939045168
## 2036 -0.205708140 1.3062488960 -0.0997371781 -0.0890393354 1.940892324
## 2037 -0.135625782 1.3766209993 -0.1017262923 -0.1037114742 1.953960988
## 2038 -0.123704127 1.4407116853 -0.1718237670 -0.0829266336 1.952465426
## 2039 -0.073306148 1.4458327251 -0.1652630993 -0.1353812425 1.980162671
## 2040 -0.066048563 1.4847663789 -0.1525337214 -0.1418784893 1.975784842
## 2041 -0.064033898 1.4716189537 -0.1272636962 -0.1838278061 1.983646437
## 2042 -0.062710886 1.4763979855 -0.1284560450 -0.1894493466 1.987340399
## 2043 0.052998755 1.5408619226 -0.2483629333 -0.4149889942 2.082757377
## 2044 0.008050808 1.5029776897 -0.1967837586 -0.4985571444 2.113134881
## 2045 0.020393822 1.4788127115 -0.1732892749 -0.5489412180 2.141268779
## 2046 -0.022949779 1.5173741158 -0.0590627721 -0.5057530089 2.094547042
## 2047 -0.695500434 1.3315685418 0.4430057121 -0.3824123381 2.091379166
## 2048 -0.663580278 1.4407358479 0.3549039247 -0.3414722066 2.085182918
## 2049 -0.695756875 1.4785182509 0.4141525274 -0.3097354276 2.033674416
## 2050 -0.775923477 1.4734450885 0.4299652013 -0.2552505133 2.000524976
## 2051 -0.915615545 1.3913595055 0.2528428219 -0.2573572356 2.029187190
## 2052 -0.900428058 1.6005687573 0.3098255976 -0.2301020056 1.987721651
## 2053 -0.945877771 1.5733937800 0.3222471351 -0.2487708573 2.002507910
## 2054 -0.953348467 1.6054426725 0.4212828256 -0.1494345885 2.140237619
## 2055 -0.922569793 1.7109662123 0.3320271806 -0.1344547346 2.135342441
## 2056 -1.093318734 1.7599588524 0.4179332238 -0.0265319666 1.985506946
## 2057 -1.093938919 1.7666222778 0.4246305899 -0.0541716665 1.990335807
## 2058 -1.060890267 1.8697223544 0.3691331397 -0.0746601392 2.031931470
## 2059 -1.048482157 1.9635334865 0.3329172423 -0.0647661163 2.078403580
## 2060 -1.042215719 2.0098201980 0.3257346064 -0.0622230769 2.084974240
## 2061 2.318132704 0.5740123880 0.0040475458 0.5930794621 1.073681495
## 2062 2.311985603 0.4932198447 0.0099251244 0.4340892311 1.160222324
## 2063 2.234548883 0.4611197456 0.0741399425 0.3892850491 1.138656234
## 2064 2.235687150 0.4615171375 0.0823979791 0.3781313483 1.146960799
## 2065 2.242200442 0.4802401470 0.0898305228 0.3729395621 1.158225108
## 2066 2.368917058 0.6436347757 0.2337209101 0.2198368534 1.426648489
## 2067 2.356036862 0.6194827322 0.2473885822 0.1951809372 1.438574430
## 2068 2.296796384 0.7124644645 0.2795645004 0.2392322670 1.357768973
## 2069 2.293061706 0.6885961124 0.2963041157 0.1319644703 1.403650532
## 2070 2.426131633 0.9478365757 0.1332429250 0.0998191027 1.417802619
## 2071 2.425958567 0.9474318300 0.1342482362 0.0986343388 1.419311724
## 2072 2.338857928 0.9037962862 0.2840679958 -0.0557895052 1.422145155
## 2073 2.419167554 1.1573951803 0.1279563861 0.0233037209 1.393322947
## 2074 2.403091515 1.1865936334 0.2019003625 -0.0260996914 1.398998246
## 2075 2.371058879 1.2638178359 0.2286516639 0.1431512507 1.602719020
## 2076 2.304253223 1.3076488691 0.2778060766 0.1906871229 1.545127207
## 2077 2.344115396 1.3847129604 0.2221950220 0.1783388451 1.522277534
## 2078 2.315854050 1.3149415199 0.2720687191 0.1656863677 1.570971938
## 2079 2.347954470 1.3618781635 0.4772389752 0.2045824646 1.853669821
## 2080 2.346973159 1.3555785853 0.4780658900 0.2002305242 1.859411759
## 2081 2.212725786 1.1975310104 0.6102571771 0.2875211728 2.103579268
## 2082 2.213069655 1.1961854512 0.6125333000 0.2847773500 2.105901165
## 2083 2.176291391 1.1246249980 0.6713685930 0.2506267501 2.166781159
## 2084 2.136274953 1.1541554346 0.7341965286 0.1305927331 2.281896760
## 2085 1.979854474 1.1847608640 0.7969550400 0.2219910800 2.134840254
## 2086 1.994042442 1.0610030566 0.8921582438 0.1572914236 2.246970102
## 2087 1.931660024 0.9036233728 0.9305427409 0.0736142963 2.325289412
## 2088 1.926751521 0.8478525299 0.9863810760 -0.0556779446 2.360551554
## 2089 1.945429879 0.8569082582 1.0853437872 -0.0810430572 2.451740286
## 2090 1.842146819 0.5482592781 1.3176881468 -0.2402655147 2.635080141
## 2091 1.857624193 0.7843831768 1.2660707615 -0.2205881439 2.446262081
## 2092 1.762837046 0.4706402965 1.5122374587 -0.3907605051 2.661780160
## 2093 1.646892558 0.2341455437 1.7649916352 -0.4477184444 2.833955796
## 2094 1.455243547 -0.2017802545 2.2214918878 -0.5359850115 3.201008876
## 2095 1.713625974 0.3393931891 1.7244579254 -0.4501609579 2.927836557
## 2096 1.354322860 -0.6024827376 2.5521417057 -0.6221043822 3.480067219
## 2097 1.263237498 -0.7290826502 3.0974137142 -0.8331717066 3.719391317
## 2098 1.340043917 -0.5799530989 2.9743022501 -0.7255188961 3.850133525
## 2099 2.933638769 2.1381716109 1.2650909515 1.4389768634 -0.822891255
## 2100 2.933906080 2.1527344087 1.2789851446 1.4248247087 -0.822212568
## 2101 2.936927266 2.1622636610 1.2817228674 1.4177353637 -0.813222611
## 2102 -1.317599933 -1.2093219341 -0.4718048923 -0.1167940839 0.384710956
## 2103 -0.969783721 -1.0537150736 -0.2491431291 -0.3018866481 0.425975804
## 2104 -0.810931643 -1.1321533859 -0.2442290001 -0.2773962684 0.394229659
## 2105 -0.871554181 -1.2147976829 -0.2680401123 -0.3310973733 0.421020259
## 2106 -0.872514109 -1.2222505852 -0.2666485692 -0.3376875589 0.426915694
## 2107 -0.568800389 -0.7921646233 -0.3137530453 -0.2051782623 0.360922561
## 2108 -0.228151240 -0.7105320653 -0.0450210179 -0.5169840488 0.426812665
## 2109 -0.216167346 -0.7417173896 -0.0760181749 -0.5447072177 0.427166977
## 2110 -0.212895177 -0.7576466244 -0.0543981282 -0.5706215985 0.431963303
## 2111 -0.353960690 -0.7835576467 -0.2511808143 -0.4948988786 0.320332057
## 2112 -0.335828902 -0.8108506560 -0.1914625080 -0.5295131326 0.353717199
## 2113 -0.054170872 -0.6656868232 -0.0982360292 -0.6011281457 0.418793602
## 2114 0.002155325 -0.6248213323 -0.1200181431 -0.6187125734 0.414570175
## 2115 0.056147649 -0.5491060560 -0.0352058120 -0.6198992510 0.374699266
## 2116 -0.042750085 -0.5324268208 0.0488278068 -0.5387867142 0.266896823
## 2117 0.108572182 -0.4687957749 0.1837643990 -0.6076096204 0.271916478
## 2118 0.006600392 -0.5970478674 0.2457282639 -0.7089945963 0.292514210
## 2119 -0.106215091 -0.7143066580 0.1840251153 -0.7017370407 0.273765948
## 2120 -0.131180356 -0.7635911611 0.2363621399 -0.7700758745 0.295371990
## 2121 -0.137394498 -0.7513233137 0.1967580289 -0.7696752754 0.284599150
## 2122 -0.137685807 -0.7581589598 0.1978504440 -0.7744015110 0.289644776
## 2123 -0.003492467 -0.6819367010 0.2178014166 -0.7984659943 0.314699722
## 2124 -0.013300297 -0.7214416568 0.2086172758 -0.7902984111 0.346358194
## 2125 -0.013110785 -0.7200409351 0.2111986279 -0.8013702362 0.351636994
## 2126 -0.014164470 -0.7392079665 0.2107338825 -0.8116149473 0.362825401
## 2127 0.005728157 -0.8036550058 0.2742636377 -0.9150349211 0.431322914
## 2128 0.060457418 -0.7105008841 0.3820925833 -0.9237767040 0.373704640
## 2129 -0.265585041 -0.7965477592 0.4256137722 -0.8710692930 0.233963543
## 2130 -0.329452216 -0.9100832811 0.4994719999 -1.0333438864 0.280400788
## 2131 -0.340055578 -0.9488173903 0.5512837905 -1.0600490380 0.300592944
## 2132 -0.339194773 -0.9511037631 0.5548307250 -1.0643519198 0.303727634
## 2133 -0.425267497 -1.0268445897 0.6177475818 -1.1365519906 0.320580197
## 2134 -0.436172814 -1.0365683481 0.6004360641 -1.1460476699 0.322733472
## 2135 -0.434844900 -1.0332923785 0.6030119994 -1.1469688345 0.326062667
## 2136 -0.433384490 -1.0450123648 0.6111517057 -1.1657710497 0.340447722
## 2137 -0.433393611 -1.0459831295 0.6091367378 -1.1681762765 0.342227394
## 2138 -0.480613330 -1.0864847729 0.5363697605 -1.2012741208 0.333162648
## 2139 -0.591813691 -1.0320304865 0.5616199195 -1.1734115091 0.247126420
## 2140 -0.726441384 -1.1106002908 0.5366169664 -1.2494967399 0.258918150
## 2141 -0.727099376 -1.1097731072 0.5421117909 -1.2559439573 0.263307541
## 2142 -0.981154872 -1.0444301428 0.6646395235 -1.1101894620 0.056420100
## 2143 -0.970967893 -1.1174574622 0.7102095533 -1.2405934545 0.118094000
## 2144 -0.955249036 -1.1358226259 0.7458373151 -1.3100852372 0.127991256
## 2145 -1.075611759 -1.1767360846 0.6007497282 -1.2267858124 0.125692869
## 2146 -1.159891307 -1.1360879313 0.6046533121 -1.1625948020 0.047711739
## 2147 -1.164605710 -1.1217968111 0.5520038850 -1.1439475183 0.036024367
## 2148 -1.286976672 -1.0073638198 0.7183763819 -1.0674932693 -0.121967386
## 2149 -1.286208639 -1.0084174322 0.7197336034 -1.0749563708 -0.118062350
## 2150 1.002138993 -2.2530991787 0.7127209554 -0.6732270854 -0.738306029
## 2151 0.972658508 -2.2670492954 0.7608413075 -0.6802712342 -0.660539225
## 2152 0.976864269 -2.1391919242 0.7856704817 -0.6621528329 -0.586691947
## 2153 1.053133380 -1.9536819335 0.6575465088 -0.4604658436 -0.465950352
## 2154 1.060754594 -1.9249138369 0.6245774567 -0.4563649663 -0.467650551
## 2155 0.982300782 -1.8318549596 0.2734162222 -0.3575279790 -0.501061905
## 2156 0.869858755 -1.9239606357 0.2106894947 -0.3821810051 -0.484930507
## 2157 0.857870470 -1.9599311106 0.2225759436 -0.4226646240 -0.460574385
## 2158 0.831407278 -1.9951121094 0.2829605124 -0.4792263317 -0.460430961
## 2159 0.834711074 -2.0043223691 0.3177201798 -0.5076732787 -0.442444169
## 2160 0.682679050 -2.0925714355 -0.0397440861 -0.4377069799 -0.470885065
## 2161 0.662327848 -2.0948668918 -0.0768669842 -0.4400207275 -0.478957112
## 2162 0.346010710 -2.1591379309 -0.5598329964 -0.3757417287 -0.593669141
## 2163 0.894133568 -2.3150758952 -0.6734045870 -0.2559942170 -0.776645642
## 2164 0.841679412 -2.4262281042 -0.6718469185 -0.3396266380 -0.710058519
## 2165 0.840411061 -2.4355110735 -0.6683587768 -0.3495494295 -0.701825188
## 2166 0.821206169 -2.4988262990 -0.6861947859 -0.4440609012 -0.645910627
## 2167 0.836536701 -2.4705951407 -0.6234089887 -0.4523163057 -0.574140967
## 2168 0.822290074 -2.4989529621 -0.6085908364 -0.5000159774 -0.554041013
## 2169 0.855947468 -2.5316540515 -0.5039301920 -0.6282395563 -0.556241700
## 2170 0.918764903 -2.5480183966 -0.4155954074 -0.7828473629 -0.507653041
## 2171 0.905155348 -2.4628585870 -0.4753948210 -0.7876879660 -0.462971551
## 2172 0.912800234 -2.4310342374 -0.5085172235 -0.7808455025 -0.462425634
## 2173 0.889815005 -2.4304233479 -0.4627421090 -0.5900361282 -0.246523951
## 2174 0.900215846 -2.4087989988 -0.3962852778 -0.5942892723 -0.172844443
## 2175 0.849588553 -2.4473072637 -0.4163630185 -0.6306905161 -0.139247981
## 2176 0.819965226 -2.4374990572 -0.4256379338 -0.6663390140 -0.124893134
## 2177 0.819916831 -2.4396749360 -0.4248478213 -0.6679908802 -0.122351897
## 2178 0.773090230 -2.4772743875 -0.4332289765 -0.6936344459 -0.105629506
## 2179 0.771509488 -2.4772543665 -0.4304226016 -0.7071340898 -0.103771886
## 2180 0.908470539 -2.1637306517 -0.5281999792 -0.7151025225 -0.112468624
## 2181 0.931837613 -2.1399772635 -0.5260345488 -0.7714534554 -0.107568138
## 2182 0.801568816 -2.2188022226 -0.6595096637 -0.7624108156 -0.098940034
## 2183 0.811247030 -2.1655937565 -0.7162878344 -0.7333052070 -0.114452210
## 2184 0.762686394 -2.2158875723 -0.6813681598 -0.7467442678 -0.104795683
## 2185 0.761801146 -2.2395800172 -0.6391781255 -0.7829369619 -0.079163808
## 2186 0.761214692 -2.2403363052 -0.6385885688 -0.7857959291 -0.076907011
## 2187 0.761459129 -2.2370327339 -0.6350408187 -0.7904014716 -0.072043340
## 2188 0.759937158 -2.2433828694 -0.6323947387 -0.7936651854 -0.066035002
## 2189 0.687491475 -2.3081323366 -0.5466138589 -0.8479149925 0.134471365
## 2190 0.688889258 -2.3031163569 -0.4934792533 -0.8388268425 0.215178684
## 2191 0.739776961 -2.2827635732 -0.4615644286 -0.8605697923 0.239761662
## 2192 0.699015594 -2.3049192946 -0.5274079449 -0.8634891297 0.244930449
## 2193 0.653551748 -2.3463456700 -0.5524098867 -0.8960307459 0.250804481
## 2194 0.634529947 -2.3583555296 -0.5335436317 -0.8881785734 0.258498507
## 2195 0.628190118 -2.3466526732 -0.4771944583 -0.9013787733 0.288746808
## 2196 0.651830017 -2.2848592569 -0.5140855144 -0.9185847348 0.302960454
## 2197 0.702454672 -2.1503502234 -0.4853642246 -0.9205286709 0.393821344
## 2198 0.685045984 -2.1880994691 -0.4420642460 -0.9475249055 0.427713908
## 2199 1.405904311 1.1565637741 0.9570314152 1.5715107334 -0.939538703
## 2200 1.393669305 1.1492185604 1.0054853073 1.5350684368 -0.950238401
## 2201 -0.872532285 -0.7211566540 -0.3517167819 0.3450067760 0.061113131
## 2202 -1.097850416 -0.6694370163 -0.2500699357 0.4588119539 -0.120613539
## 2203 -0.570452387 -0.4904288345 -0.4681723049 0.6002249202 -0.346464479
## 2204 -0.361103160 -0.4096193956 -0.4438084421 0.5923391249 -0.341984951
## 2205 -0.380669041 -0.4083429509 -0.4785850238 0.5974624701 -0.349063139
## 2206 -0.858321151 -0.5090843188 -0.4953651896 0.6569883882 -0.490439053
## 2207 -0.868780832 -0.4530899042 -0.4395193345 0.5973464179 -0.469545742
## 2208 -1.002505595 -0.5324506279 -0.4684690864 0.5349211344 -0.446118037
## 2209 -1.078045044 -0.5886897344 -0.6345075551 0.5928099646 -0.434444476
## 2210 -0.982146650 -0.4317705271 -0.6712191815 0.6093449716 -0.448994824
## 2211 -1.078902845 -0.4221379796 -0.6567092699 0.5703588393 -0.445306923
## 2212 -1.079907388 -0.4235305468 -0.6556459525 0.5678423634 -0.442876217
## 2213 -1.132596486 -0.5012995532 -0.6045922027 0.4822983221 -0.408590483
## 2214 -1.116515178 -0.5824872047 -0.4659275450 0.3358138079 -0.315460078
## 2215 -1.114809140 -0.6102353989 -0.4353082432 0.2933353463 -0.295130261
## 2216 -1.127967735 -0.5729597236 -0.5013634681 0.3105312628 -0.304797221
## 2217 -1.048098713 -0.3601975753 -0.8062900937 0.2755348817 -0.264546591
## 2218 -0.844062223 -0.2996867292 -0.5557389270 -0.0124023830 -0.219252511
## 2219 -1.084042687 -0.3085194551 -0.5439001226 0.0419963974 -0.330925146
## 2220 -1.080656775 -0.0378182938 -0.7396524592 0.1132247041 -0.364245585
## 2221 -0.979082818 0.0251230825 -0.7219543896 0.0716343367 -0.322941433
## 2222 -1.096792673 0.1037037354 -0.6873615118 0.1734016355 -0.457073737
## 2223 -1.096965739 0.1032989897 -0.6863562006 0.1722168716 -0.455564632
## 2224 -1.203482642 0.0215243852 -0.7181952054 0.1475236601 -0.437194253
## 2225 -1.190640324 0.1291098269 -0.7601938914 0.1889702522 -0.434043426
## 2226 -1.145676023 0.2992046440 -0.8699504338 0.2561360694 -0.424057717
## 2227 -1.433547177 0.7307849669 -0.9616665620 0.2740562708 -0.727326682
## 2228 -1.435691176 0.7301290052 -0.9579676956 0.2672585623 -0.722810023
## 2229 -1.415951955 0.7166711515 -0.9186095749 0.2465083286 -0.694902739
## 2230 -1.227517613 0.6998714884 -0.7346146147 -0.0363232608 -0.474984619
## 2231 -1.250457547 0.7243850137 -0.6207353891 -0.0117865248 -0.520952202
## 2232 -1.252623261 0.7434233252 -0.4642637091 -0.1050115571 -0.589070939
## 2233 -1.328041039 0.6258483492 -0.3686992658 -0.2212136129 -0.533418661
## 2234 -1.278597696 0.6314990565 -0.3145737636 -0.2480310766 -0.532048300
## 2235 -1.278305835 0.6324638890 -0.3140368890 -0.2491182055 -0.531159485
## 2236 -1.319260063 0.5661365652 -0.2843007321 -0.3014880227 -0.502077057
## 2237 -1.379159462 0.5016741026 -0.2391991388 -0.3524769996 -0.492387725
## 2238 -1.234709996 0.8339789693 -0.4662193788 -0.3893596952 -0.508346193
## 2239 -1.301332458 0.9402530891 -0.3442537073 -0.4429475639 -0.469649200
## 2240 -1.900002094 0.4526259317 0.0498007977 -0.4894128838 -0.387999799
## 2241 -1.912928504 0.6169699642 -0.0224376283 -0.3725773523 -0.489711624
## 2242 -1.913219813 0.6101343182 -0.0213452132 -0.3773035879 -0.484665998
## 2243 -2.036598916 0.6038360793 -0.0948569415 -0.3429018177 -0.576443193
## 2244 -2.486908276 0.6012518549 0.3465963629 -0.2304603826 -0.618862683
## 2245 0.587163789 -1.0222343060 0.0733169109 0.6447486664 -1.948603268
## 2246 0.568780451 -1.0050366980 0.1645895307 0.6248324085 -1.927098232
## 2247 0.562998319 -0.9601962211 0.1242079470 0.5685419299 -1.891842882
## 2248 0.563957920 -0.9462367198 0.0103624214 0.5558102966 -1.845294116
## 2249 0.575392931 -1.0014734845 0.0919007254 0.4569681902 -1.805489304
## 2250 0.639925818 -0.9908075735 0.1364238879 0.4048250746 -1.778042452
## 2251 0.991656122 -1.1584599228 -0.1005940534 0.5088429033 -1.957265000
## 2252 0.991228899 -1.1616013631 -0.0884080515 0.4904417800 -1.947118937
## 2253 0.973797782 -1.1975466303 -0.0850108505 0.5111977871 -1.855667795
## 2254 0.973504381 -1.1970884330 -0.0369962732 0.4776139306 -1.784309837
## 2255 0.955012980 -1.1920199326 -0.0701282678 0.4811874788 -1.789035978
## 2256 0.871032542 -1.1213845290 -0.3304645848 0.4343630976 -1.807686730
## 2257 0.868416961 -0.9725843633 -0.3111922375 0.4404855435 -1.801651709
## 2258 0.895240536 -0.8661028891 -0.3409684665 0.4188606368 -1.791250977
## 2259 0.916933744 -0.7836538908 -0.3906289718 0.4477217536 -1.793378944
## 2260 0.860164858 -0.8221494660 -0.4370106920 0.3655872135 -1.719729976
## 2261 0.907992074 -0.6182909824 -0.5917219200 0.4054985224 -1.742215810
## 2262 0.933814394 -0.5318978917 -0.6166811328 0.4002410611 -1.748479418
## 2263 0.939886714 -0.5398281191 -0.5300448201 0.4162307277 -1.592277722
## 2264 0.938399693 -0.5404003421 -0.5272438055 0.4113040007 -1.588763581
## 2265 0.926184888 -0.6490519162 -0.3648275896 0.2432998538 -1.573305613
## 2266 0.991054967 -0.2902004287 -1.0847407782 0.2787211108 -1.911795134
## 2267 0.950461432 -0.2878274667 -1.1637184208 0.2982300464 -1.939670946
## 2268 0.979541594 -0.2751668457 -1.1146442368 0.2841781106 -1.929911712
## 2269 0.952667232 -0.3244863190 -1.0082674177 0.4176272735 -1.755390264
## 2270 0.968784244 -0.3012264238 -1.0509519253 0.4215763217 -1.774827595
## 2271 0.964004513 -0.3197461827 -1.0596725799 0.4186970608 -1.765651251
## 2272 0.840151544 -0.3893388276 -1.1867858930 0.4844941475 -1.649318343
## 2273 0.827085891 -0.4223461891 -1.1662165612 0.4804998816 -1.628796567
## 2274 0.826654541 -0.4302063874 -1.1629554827 0.4723436056 -1.621935631
## 2275 0.867446550 -0.4409351731 -1.0846880189 0.3548188505 -1.528611229
## 2276 0.831044482 -0.5012036129 -1.0529515558 0.3048036641 -1.504534248
## 2277 0.840079749 -0.5042375534 -1.0352405117 0.2184155737 -1.428464038
## 2278 0.892914280 -0.4850333427 -1.0032315876 0.2001309445 -1.402250821
## 2279 0.937310441 -0.5144204998 -0.9779573207 0.1110794537 -1.389601518
## 2280 0.891609324 -0.5787505116 -0.8532268550 0.0915977507 -1.327159676
## 2281 0.711291695 -0.6357516649 -1.0965353104 0.1338544716 -1.363064336
## 2282 0.637407719 -0.6976677642 -1.1984332889 0.1490191226 -1.343020301
## 2283 0.545192612 -0.7638016103 -1.1553414839 0.2675089302 -1.190323926
## 2284 0.559407337 -0.7357034484 -1.0907950709 0.2692653341 -1.116323593
## 2285 0.571376658 -0.7270266461 -1.0315322878 0.2704684293 -1.041769625
## 2286 0.460381316 -0.8567549953 -0.9196672948 0.3320203198 -0.789225191
## 2287 0.349830760 -0.9760314221 -1.0208749680 0.2906812902 -0.705887089
## 2288 0.136737310 -1.2534002513 -0.9759684652 0.3117785392 -0.565733343
## 2289 0.127856485 -1.2398806008 -0.9809583623 0.2919306657 -0.541998102
## 2290 -0.072982667 -1.6833707404 -0.6071383545 0.2198329934 -0.248365930
## 2291 -0.490574227 -2.6721818911 0.3038711293 0.0788460417 0.521681473
## 2292 -2.808675459 -1.8627107249 -0.7379975248 0.7257960370 -0.215612288
## 2293 1.914840891 1.1339521888 0.4008173759 0.3956896616 0.086872253
## 2294 1.914468981 1.1211663686 0.4009095552 0.3883094987 0.086450734
## 2295 1.922334329 1.1533572438 0.4026811144 0.3828200700 0.090643800
## 2296 2.038221975 1.0946415701 0.3891694349 0.3989313236 0.063219682
## 2297 0.229104775 -0.0483669999 -0.0366011954 0.3263882098 0.025421769
## 2298 0.220149342 -0.0962328637 -0.0614703600 0.2003185788 0.104956016
## 2299 0.200729193 -0.1117544148 -0.0937087713 0.2091817159 0.110555484
## 2300 0.345405910 0.1746948477 -0.5656815532 0.3380598778 -0.050298353
## 2301 0.272547257 0.2020555065 -0.5398683764 0.3938107934 -0.127684350
## 2302 0.272872175 0.1865826998 -0.4992638619 0.3548712226 -0.127895897
## 2303 0.271406953 0.1806041287 -0.4985444066 0.3498330645 -0.122660546
## 2304 0.193116589 0.0586278909 -0.4797397127 0.2318444770 -0.055919179
## 2305 0.325529335 0.1255980476 -0.3896771558 0.1474547998 -0.050358835
## 2306 0.189210016 0.0054445765 -0.4371863877 0.0808867665 -0.004334496
## 2307 0.152100240 0.1491286679 -0.5894299599 0.0500244648 0.033302086
## 2308 0.290099924 0.2348015406 -0.5193925110 -0.0128728479 0.054336210
## 2309 0.250416395 0.2209953712 -0.5959462248 -0.0222093116 0.042141458
## 2310 0.041007417 0.0542310994 -0.6127229232 -0.0855717774 0.069652248
## 2311 0.024852293 0.1534122039 -0.7000607598 -0.0478050925 0.074626247
## 2312 -0.108088192 0.1064040669 -0.7731135270 -0.1269026187 0.077571861
## 2313 -0.101171094 0.1508837821 -0.8466195466 -0.0926468410 0.088947762
## 2314 -0.101979339 0.1449889496 -0.8467979430 -0.0958140176 0.093180595
## 2315 0.094898299 0.1624702964 -0.7450959720 -0.2463273952 0.167172633
## 2316 0.146413487 0.1656440612 -0.7103160727 -0.2804814317 0.202947063
## 2317 -0.069343277 0.2387702716 -0.6861508531 -0.1043749812 0.006203227
## 2318 -0.159623812 0.2680633370 -0.6988131245 -0.0367030118 -0.082777617
## 2319 -0.191138073 0.2349775078 -0.7492189150 -0.0159093887 -0.072635460
## 2320 -0.213960144 0.2082727895 -0.7742585855 -0.0195849558 -0.062223859
## 2321 -0.800474069 -0.2784809344 -0.4334184222 -0.0517143925 0.007986440
## 2322 -0.783512947 -0.0527384704 -0.7407869408 0.0925440615 0.061045484
## 2323 -0.771921227 -0.0242941635 -0.7723084168 0.0963435949 0.060018458
## 2324 -0.764886600 0.0104830421 -0.8086152604 0.1063964885 0.058314089
## 2325 -0.756090979 0.0147149259 -0.8930214645 0.1135426252 0.062020387
## 2326 -0.855265268 0.0696352070 -0.8402206871 0.2023246500 -0.044890661
## 2327 -0.927449517 0.0879957815 -0.8115075628 0.2513648813 -0.116784954
## 2328 -0.939489102 0.0461457168 -0.7763369044 0.2040715697 -0.082075437
## 2329 -0.927809488 0.2377560703 -0.9935902218 0.2148816202 -0.072332420
## 2330 -0.935540803 0.2353250311 -1.1196611891 0.1563953953 -0.053696005
## 2331 -1.065978770 0.2465701956 -1.2359348860 0.0889889828 -0.065283312
## 2332 -1.005640928 0.2092653987 -1.2354200868 0.0440743598 -0.096956492
## 2333 -1.213845530 0.1706733344 -1.3054467140 0.0812719582 -0.195750269
## 2334 -1.278010358 0.1648611913 -1.3668034576 0.1046196134 -0.240444543
## 2335 -1.383257461 0.1058084260 -1.5248281162 0.0584184269 -0.233417259
## 2336 -1.344853796 0.2647254978 -1.8312054341 0.1147267497 -0.276130621
## 2337 -1.387091917 0.2643129480 -1.8615333190 0.0963943307 -0.245138929
## 2338 -1.464340315 0.3489963178 -1.9366780420 0.2117769200 -0.318467446
## 2339 -1.481435354 0.3501440402 -1.8238136885 0.5404212451 -0.014663862
## 2340 0.111061281 -0.4126508334 -2.6406818239 1.0664448520 -0.811828919
## 2341 0.113477739 -0.4355819397 -2.6152196099 1.0300437989 -0.777816333
## 2342 0.072959299 -0.4695122486 -2.6936273805 1.0412348851 -0.765868327
## 2343 -0.089063831 -0.5759340946 -2.8825315061 1.0660063629 -0.754381948
## 2344 -0.112879237 -0.5933706316 -2.9037882073 1.0562023141 -0.757723840
## 2345 -0.133883157 -0.6386579471 -2.9292821361 1.0679176158 -0.730837560
## 2346 -0.142057222 -0.6796200023 -2.9004976596 1.0308902577 -0.693169338
## 2347 -0.142265401 -0.6774733453 -2.8949265835 1.0139834761 -0.688686303
## 2348 0.233682660 -0.8588205644 -3.0148939022 1.1067443821 -0.826769525
## 2349 0.139774057 -0.9452287319 -2.9763586716 1.0172261402 -0.526781521
## 2350 0.136543342 -0.9666530112 -2.9813590027 1.0096707843 -0.515190295
## 2351 0.165182515 -0.9577364789 -2.9076976808 0.9809129347 -0.354755997
## 2352 0.182688173 -0.9291851971 -2.7960148504 0.9877990731 -0.205792444
## 2353 0.130924110 -0.9652440196 -2.9067688064 1.0272853767 -0.185840278
## 2354 0.088498733 -0.9809305647 -2.9957922410 1.0431612036 -0.206841651
## 2355 -0.137567902 -0.7125413696 -2.7752564953 1.3894729498 -0.512918650
## 2356 -0.157689539 -0.7518043472 -2.7440848733 1.3376271379 -0.497639055
## 2357 -0.205428029 -0.8182339915 -2.7189553380 1.2828937496 -0.472644643
## 2358 -0.392207363 -1.0913029385 -2.5374071822 1.1937481501 -0.426235685
## 2359 -0.381045133 -1.0726099919 -2.4830217669 1.1162957857 -0.411206918
## 2360 -0.659590482 -1.2936192216 -2.5363191102 1.1537677210 -0.450183055
## 2361 -0.633973724 -1.2521009767 -2.4166977590 1.1684075259 -0.315128216
## 2362 -0.708629294 -1.2898068570 -2.4903875387 1.1783000770 -0.310682833
## 2363 -0.737225696 -1.3158057981 -2.4445772794 1.1981127388 -0.217233707
## 2364 -0.897975649 -1.3924036088 -2.8158246028 1.2411446560 -0.257626242
## 2365 -0.928588033 -1.4148025947 -2.8236290263 1.2357719780 -0.244600949
## 2366 -0.987679443 -1.4417209963 -2.8950118072 1.2636187502 -0.248838053
## 2367 -1.229750185 -1.5344561514 -3.2862417108 1.3089173278 -0.239158404
## 2368 -1.253371819 -1.5015758296 -3.4349641352 1.2872368471 -0.297106140
## 2369 -1.256720072 -1.4813784771 -3.4305847894 1.2811895796 -0.278255522
## 2370 -1.257447882 -1.5132668652 -3.5455655993 1.2645346068 -0.265002910
## 2371 -1.327584956 -1.4245466510 -3.7327010625 1.3172361823 -0.313866389
## 2372 -1.523411340 -1.4770714445 -3.7436348834 1.3350229656 -0.289842987
## 2373 -1.594799741 -1.5356847865 -3.8363723948 1.3537946323 -0.289871630
## 2374 -1.618680910 -1.5307471253 -3.7411822335 1.3125134165 -0.255724323
## 2375 -1.640375201 -1.5515196833 -3.4896084495 1.2948872784 -0.058669780
## 2376 -1.656787606 -1.5340708593 -3.4010293850 1.2805839651 -0.040172298
## 2377 -1.519884320 -1.2982940056 -3.9268272651 1.3593932086 -0.340264714
## 2378 -1.722234858 -1.3208767249 -4.1897271613 1.5327576676 -0.235098458
## 2379 -1.820768700 -1.6394345065 -4.0790724216 1.4792460314 0.005654780
## 2380 -1.496794313 -1.1246855541 -4.0693527273 1.5289345760 -0.112677995
## 2381 -1.514643082 -0.5972734413 -4.9956150879 1.6732766033 -0.527020041
## 2382 -1.546329626 -0.2581554834 -4.6972149453 1.6182008589 -0.613950662
## 2383 0.076429192 0.4267175270 0.8377620114 1.9725439438 -1.320441216
## 2384 0.071918242 0.4079154036 0.8702925579 1.9341492584 -1.302150785
## 2385 0.072689752 0.3976699403 0.9078106926 1.8971059721 -1.302060578
## 2386 0.435524525 -0.2368025118 -0.1525182062 -0.0216484722 0.177292457
## 2387 0.754531761 -0.1267616724 -0.6299741379 0.0336600646 0.070620657
## 2388 0.763881818 -0.0604468304 -0.6858635524 0.0444834278 0.062096919
## 2389 0.764225688 -0.0617923897 -0.6835874296 0.0417396051 0.064418816
## 2390 0.912042096 -0.0234149580 -0.6299064716 -0.0580311377 0.148238286
## 2391 1.013469701 0.0619216050 -0.5622025072 -0.0731027066 0.152663888
## 2392 0.943613383 -0.0167788952 -0.5278095183 -0.0887736633 0.179861321
## 2393 0.955114078 -0.0150281984 -0.5117998904 -0.0961477788 0.174463022
## 2394 0.864883118 -0.1639656725 -0.5733231940 -0.2143335475 0.261769579
## 2395 0.917933454 -0.1131839756 -0.4951969073 -0.1622415556 0.222751323
## 2396 0.916528723 -0.1200329893 -0.4778235057 -0.1748830945 0.228216244
## 2397 0.850973702 -0.1645002076 -0.4872932113 -0.2563513673 0.300562818
## 2398 0.844883155 -0.1773295676 -0.4620795060 -0.2752483348 0.297258354
## 2399 0.845227024 -0.1786751269 -0.4598033832 -0.2779921576 0.299580251
## 2400 1.036052206 -0.0614880205 -0.3933405372 -0.3039083362 0.331375892
## 2401 0.849394070 -0.2165411468 -0.4531733707 -0.3755370201 0.378955149
## 2402 0.784554739 -0.1937306258 -0.3999252408 -0.3392260860 0.305789995
## 2403 0.844308507 -0.2152986961 -0.2535589062 -0.4887302000 0.332588719
## 2404 0.822284395 -0.0794579076 -0.5192451912 -0.5225939166 0.343818187
## 2405 0.912156634 0.3145946491 -0.7641853321 -0.4467884509 0.330786232
## 2406 0.778717131 0.3680086818 -0.6628658056 -0.3566218037 0.185495884
## 2407 0.779061001 0.3666631225 -0.6605896828 -0.3593656264 0.187817781
## 2408 0.986681284 0.6581613499 -0.6937902077 -0.3809353399 0.219514118
## 2409 0.993336436 0.6913085261 -0.7275650562 -0.3743646633 0.219978152
## 2410 0.989311187 0.7632379518 -0.6667307872 -0.3095351793 0.135497724
## 2411 0.863833828 0.8480400415 -0.9283262241 -0.2872240555 0.038469517
## 2412 0.841405237 0.9231970902 -1.0010378539 -0.2546968895 0.018062134
## 2413 0.902495817 0.8736399802 -0.8202105181 -0.4476337380 0.065206958
## 2414 0.876053556 0.9497433855 -0.8945518870 -0.4642003001 0.064256502
## 2415 0.846508488 0.9800972145 -0.7960245626 -0.5370695888 0.039740668
## 2416 0.800178378 0.9434300741 -0.8071727131 -0.6280562980 0.121151707
## 2417 0.726119318 0.9480566083 -0.8639454487 -0.6703052608 0.180115622
## 2418 0.847976838 0.9984764332 -0.7856615248 -0.7200991009 0.190393325
## 2419 0.852875225 0.9532537558 -0.6882702037 -0.8023290883 0.199527215
## 2420 0.831471404 0.9267740137 -0.6379865299 -0.8577543779 0.206581906
## 2421 0.895316343 0.9672823029 -0.5803368826 -0.8455384512 0.204414033
## 2422 0.808929409 0.9659859189 -0.8016103797 -0.7844840940 0.169839902
## 2423 0.629730025 0.9048809982 -0.7119294816 -0.8147359694 0.154626067
## 2424 -0.200433888 0.5096212547 -0.4547872067 -0.7135897078 0.092635120
## 2425 -0.248595543 0.5991320452 -0.4647792414 -0.6573074795 0.012051117
## 2426 -0.158827226 0.5981781655 -0.3460043771 -0.8264108820 0.045955432
## 2427 -0.228801910 0.6341795229 -0.2735729406 -0.7809565332 -0.018752806
## 2428 -0.235530709 0.5670338920 -0.1959811424 -0.9179148150 0.011829122
## 2429 -0.232176539 0.5722830069 -0.1901882226 -0.9323175079 0.016469444
## 2430 -0.186026678 0.7778343815 -0.2869920256 -0.8987577631 -0.003224848
## 2431 -0.120218409 0.8072859027 -0.2265331011 -0.9205191780 0.016352596
## 2432 -0.197068227 0.8313245995 -0.1867639116 -0.8767572983 -0.061619518
## 2433 3.031446739 -0.7636524032 -0.3538990010 -0.1116825744 -1.176162518
## 2434 3.060792287 -0.8135923857 -0.2516740477 -0.2561572144 -1.136930046
## 2435 3.062815107 -0.8158918655 -0.2569407549 -0.2626283975 -1.134353460
## 2436 3.062860518 -0.8111299344 -0.2429711775 -0.2666908545 -1.128558486
## 2437 3.123633563 -0.8337964339 -0.2047673595 -0.3551843543 -1.056694693
## 2438 3.085998934 -0.8786653811 -0.2031064998 -0.3870007319 -1.036456412
## 2439 3.123236959 -0.8788312972 -0.1648938577 -0.4982368431 -0.932600616
## 2440 3.097539847 -0.9003989629 -0.1615772355 -0.5278438914 -0.910458258
## 2441 3.022008801 -0.8150233172 -0.2681792026 -0.3732141288 -0.871292632
## 2442 3.462592883 -0.9690400029 -0.2271385893 -0.4122197907 -0.958964903
## 2443 3.461433672 -0.9736570598 -0.2239130967 -0.4207541464 -0.952353833
## 2444 3.451562791 -1.0001749428 -0.2738934844 -0.4171252953 -0.928013487
## 2445 3.449580633 -1.0052127004 -0.2744448407 -0.4206043946 -0.923590928
## 2446 3.447452742 -1.0111798044 -0.2672412409 -0.4222690662 -0.915335342
## 2447 3.453829621 -0.7826536219 -0.4435784762 -0.4336048276 -0.910851238
## 2448 3.527941832 -0.4880334102 -0.6063062379 -0.3568179750 -0.935817668
## 2449 3.508375726 -0.5173555912 -0.6085947926 -0.4029929011 -0.907982107
## 2450 3.376408297 -0.5070106151 -0.7566057412 -0.3859478836 -0.979552231
## 2451 3.369549097 -0.4878356555 -0.7328745809 -0.3749613646 -0.917561669
## 2452 3.406915091 -0.4719463039 -0.6977254395 -0.3742754151 -0.936951367
## 2453 3.362856951 -0.5618892511 -0.7610105109 -0.4524877650 -0.882924596
## 2454 3.361000248 -0.5795122513 -0.7134052949 -0.4897488103 -0.804928979
## 2455 3.328829009 -0.6126818192 -0.7629132337 -0.4708261687 -0.793784304
## 2456 3.275072637 -0.6412874498 -0.7660152950 -0.4981169394 -0.767331247
## 2457 3.268850694 -0.6401987189 -0.7323064362 -0.5187838069 -0.751842890
## 2458 3.374173909 -0.6741012905 -0.6297317483 -0.6494914420 -0.680946438
## 2459 3.387662431 -0.7267043792 -0.5481510270 -0.7233995287 -0.622956636
## 2460 3.392739257 -0.7720032104 -0.4708378823 -0.8101423236 -0.610719119
## 2461 2.960652411 -0.7894848857 0.4837281480 -1.1651977323 -0.139622486
## 2462 2.926432366 -0.8685503271 0.5427305950 -1.1946507432 -0.093660280
## 2463 2.889369795 -0.9524030427 0.7103378664 -1.3628420402 0.001730406
## 2464 2.807596838 -1.0230157645 0.9019294908 -1.4849767196 0.079901716
## 2465 2.768287709 -1.1209506296 0.9628478885 -1.5052801871 0.142839737
## 2466 2.821531616 -1.1656014303 1.0267614223 -1.6584938679 0.194757419
## 2467 2.744310768 -1.1884074791 0.9270564856 -1.6540849443 0.252653474
## 2468 2.743747495 -1.1897018045 0.9271065274 -1.6661140577 0.256229617
## 2469 2.243330403 -1.8103395816 1.8103856786 -1.7621327195 0.790363739
## 2470 2.224319732 -1.8450563389 1.8345611219 -1.8734442405 0.877800723
## 2471 2.126276936 -2.1625067998 2.0528635438 -2.0140958416 1.075625799
## 2472 2.032700009 -2.3959548499 2.1954075626 -2.0390904404 1.214944731
## 2473 1.820500468 -2.6160826349 2.7419324303 -2.1988328057 1.464715033
## 2474 1.805247505 -2.6354958129 2.7564515943 -2.2196442150 1.466700899
## 2475 0.070441269 0.4958830559 0.9248638962 1.9864886190 -1.298670515
## 2476 3.298385415 2.3388928622 1.3204614731 1.1920490007 -0.590102866
## 2477 2.364444001 1.6166152913 0.9840250741 0.8728158610 -0.323239534
## 2478 2.268760871 1.7119114120 1.0898723834 1.0173610237 -0.495253236
## 2479 1.368210547 1.0320305035 0.6646388712 0.6254042918 -0.197243547
## 2480 1.232007670 1.0888158950 0.3071169516 0.7094160297 -0.328344225
## 2481 1.285624247 1.0250157232 0.3278154988 0.6810477846 -0.367470368
## 2482 1.307599703 1.5677966944 0.1264862171 0.8072636086 -0.483694843
## 2483 1.167858638 1.4621248769 -0.0755721738 0.7589770563 -0.469886772
## 2484 0.977878774 1.4625596979 -0.2884089540 0.6565147888 -0.425953437
## 2485 0.909313023 1.6276592208 -0.4797226747 0.7706888612 -0.589713046
## 2486 0.907847801 1.6216806496 -0.4790032194 0.7656507030 -0.584477694
## 2487 0.790462416 1.7625288889 -0.4729016109 0.8998657951 -0.731632524
## 2488 0.609909376 1.5543084883 -0.4816964588 0.7419754563 -0.625084567
## 2489 0.560268325 1.5342318412 -0.3233214443 0.6802375769 -0.667428804
## 2490 0.557170011 1.5291825829 -0.3185909229 0.6502188610 -0.663204592
## 2491 0.438921940 1.4810284197 -0.2748407626 0.6351191616 -0.671393939
## 2492 0.215954719 1.4171896060 -0.3750308163 0.5208638164 -0.628344779
## 2493 0.208175901 1.4699272778 -0.4685890133 0.5455268617 -0.632696405
## 2494 0.209479970 1.4665137908 -0.4636594729 0.5396488667 -0.628640280
## 2495 0.202455691 1.8092303880 0.2075055593 0.3120235167 -0.590967245
## 2496 0.390281618 1.8900935069 -0.0334198949 0.2637977347 -0.695835823
## 2497 0.345276365 1.8271063143 0.0619204817 0.1846437938 -0.726420901
## 2498 0.383458071 1.8562313324 0.0708167829 0.1513657142 -0.700455440
## 2499 0.461217420 1.8624472447 0.0681816829 0.0824890561 -0.670676173
## 2500 -0.165114369 2.1162940384 0.6595994738 0.1123194682 -0.948499791
## 2501 -0.210030548 2.1336710482 0.6203139549 0.1182619002 -0.966054428
## 2502 -0.343916390 1.9279626234 0.6815878368 -0.0395010346 -0.884922093
## 2503 -0.389684279 1.8455645321 0.7548869261 -0.1420240453 -0.841974936
## 2504 -0.541650151 1.7891360152 0.5485223127 -0.0845854249 -0.880564157
## 2505 -0.457357144 1.9165243194 0.3571723238 -0.1332144338 -0.887586486
## 2506 -0.529178152 1.9475838835 0.3846859849 -0.0790213424 -0.962566113
## 2507 -0.563373279 2.1398195264 0.2031461359 -0.0356373510 -0.976668077
## 2508 -0.705958732 2.3029843437 0.3431996978 0.1143932653 -1.184123565
## 2509 -0.697083089 2.3542674670 0.3472533452 0.1120467256 -1.187795963
## 2510 -0.715658800 2.4599393848 0.2811398475 0.0852511837 -1.268075797
## 2511 -0.694612981 2.5299200809 0.2497581009 0.0980590486 -1.270234971
## 2512 -0.651481734 2.4873316310 0.2017198583 -0.0213612230 -1.260486601
## 2513 -0.921688824 2.4179842634 0.1651536425 -0.0096247530 -1.430764220
## 2514 1.296366569 1.3858432931 -0.3381259702 0.4001806275 -2.227709918
## 2515 1.229588913 1.2809803486 -0.2887532208 0.2845364306 -2.202793529
## 2516 1.283329532 1.3797092398 -0.2508819378 0.2554762494 -2.219380998
## 2517 1.142711566 1.3308470845 -0.3411406063 0.2864226764 -2.356697723
## 2518 1.511460840 1.0222356400 -0.6590786813 0.4127569659 -2.484153979
## 2519 1.524894444 1.0570345264 -0.6768321841 0.4104512527 -2.490265932
## 2520 1.517575605 1.1816165044 -0.8466839095 0.3461574222 -2.407563707
## 2521 1.460798522 1.1015088583 -0.8205830397 0.2675808554 -2.356519477
## 2522 1.398014438 1.1238575832 -0.8866121930 0.2116963641 -2.406125436
## 2523 1.396055403 1.1089260751 -0.9162303048 0.1697252801 -2.422117541
## 2524 1.373016321 1.0033469396 -0.8678653862 -0.0008890389 -2.381872967
## 2525 1.453390856 0.9900907612 -0.7414691665 -0.1435578865 -2.352614413
## 2526 1.497349562 0.9298108649 -0.6182111169 -0.3152420563 -2.307587662
## 2527 1.543412334 1.0128547800 -0.7721754447 -0.3445547801 -2.290757069
## 2528 1.400864209 1.1266099904 -0.4636096262 -0.4304667187 -2.201830073
## 2529 1.221370888 1.3050029804 -0.7957519330 0.0745527433 -2.676941648
## 2530 1.231667969 1.2981191971 -0.6932146452 -0.0005037174 -2.690577710
## 2531 1.301470415 1.4517738986 -0.7052248972 -0.0146808937 -2.654958134
## 2532 1.315503669 1.4774974169 -0.7191346383 -0.0451529767 -2.633052742
## 2533 1.338510832 1.5601138925 -0.7705908470 -0.0125498967 -2.637185744
## 2534 1.391405959 1.4957125009 -0.7670853491 -0.0331935750 -2.680334943
## 2535 1.403846558 1.4695843874 -1.0066436153 -0.1301393115 -2.644627916
## 2536 1.420775545 1.5192717314 -0.9467608089 -0.1289069416 -2.524312272
## 2537 1.405021393 1.5646349530 -0.9539484632 -0.1023234904 -2.470141475
## 2538 1.408889743 1.5597202397 -0.9748086417 -0.1002326305 -2.472852303
## 2539 1.445536394 1.5725595030 -0.8808404199 0.0367767192 -2.273293289
## 2540 1.333960591 1.5649659780 -1.1657150729 0.1511105722 -2.392394757
## 2541 1.074258909 1.4970277612 -1.0510169125 0.0000801320 -2.319509082
## 2542 1.077862132 1.4983969366 -1.0060403415 0.0094690097 -2.243404571
## 2543 1.036548363 1.4560409486 -1.0227253602 -0.0228187641 -2.218226059
## 2544 1.034007047 1.5173670404 -0.9226109446 -0.0366791444 -2.187510352
## 2545 1.031411510 1.5014328479 -0.9264275680 -0.0422520876 -2.178642854
## 2546 1.057246746 1.4148213896 -1.0479911650 -0.1506147455 -2.147013952
## 2547 1.071268306 1.4636067010 -0.8803985052 -0.1016685763 -1.874908399
## 2548 1.019183187 1.4879648455 -0.9074608903 -0.0725476169 -1.866300513
## 2549 1.054933756 1.5917812498 -0.7647032347 -0.1078076156 -1.810253889
## 2550 1.057566628 1.5990443539 -0.7613066008 -0.1102209921 -1.805043205
## 2551 1.066829021 1.7469711017 -0.5901710917 -0.1351504250 -1.763494784
## 2552 1.098292310 1.7515847979 -0.4573656425 -0.2085332354 -1.647066579
## 2553 1.096826137 1.8370095013 -0.3431218894 -0.2296305993 -1.608210192
## 2554 1.095219623 2.2323577827 0.2026865883 -0.2921711025 -1.443143426
## 2555 1.076901683 2.2333363463 0.2877145298 -0.3124216540 -1.416474758
## 2556 1.205564979 2.1178202618 0.5309185168 -0.6816467688 -1.320348808
## 2557 1.196215050 3.1762585400 1.8631456600 -0.7291347767 -0.987779146
## 2558 1.191723104 3.1251786580 2.0322361271 -0.8560756570 -0.906432196
## 2559 1.152636763 3.1686003555 2.2537196487 -0.8927940661 -0.860733963
## 2560 3.290207223 2.2900031531 1.2345473975 1.2262113783 -0.620137457
## 2561 -0.763820249 -0.8145653606 -0.6078441608 -0.0545600752 0.422672176
## 2562 -1.262304157 -1.0404199849 -0.5215745580 0.1739577740 0.221180646
## 2563 -1.313122092 -1.0708878314 -0.5227224164 0.1847325997 0.210220491
## 2564 -1.192813903 -0.9601161865 -0.4269889695 0.2858226350 0.124902420
## 2565 -0.842988777 -0.7640673471 -0.3263521939 0.1931095426 0.221384622
## 2566 -0.842744340 -0.7607637759 -0.3228044438 0.1885040001 0.226248292
## 2567 -1.150676069 -0.5768308116 -0.6037728698 0.3569144047 0.071720483
## 2568 -1.150735901 -0.5963639486 -0.5604630687 0.3283751066 0.091338087
## 2569 -1.062013612 -0.3202141959 -0.7386221662 0.4588419082 0.048244413
## 2570 -1.059473390 -0.2873366773 -0.7687034414 0.4575485052 0.053369980
## 2571 -0.931121887 -0.3929668137 -0.5053006863 0.1308472181 0.174662797
## 2572 -0.937291532 -0.4114640858 -0.4742621864 0.1027878463 0.182339930
## 2573 -1.012550112 -0.3510692954 -0.3951457659 0.1043690875 0.103980945
## 2574 -0.090199963 -0.4149688504 -0.4140847919 0.0981223758 0.029117104
## 2575 -0.306839464 -0.6055916806 -0.5967657620 0.0211719907 0.093909649
## 2576 -0.328547815 -0.6263369880 -0.6158016868 0.0214237970 0.106984495
## 2577 -0.288143411 -0.5920791473 -0.6495401494 -0.0087697737 0.099997995
## 2578 -0.468008485 -0.7362978484 -0.7579418413 -0.0698751154 0.103014197
## 2579 -0.551288108 -0.7233518487 -1.0361115557 -0.0796035376 0.110550496
## 2580 -0.451490096 -0.6263492380 -1.0568096537 -0.1061369457 0.150163360
## 2581 -0.445201137 -0.5924141693 -1.0909691406 -0.1054497095 0.159716287
## 2582 -0.535300156 -0.6422322774 -1.2082989934 -0.1311378830 0.146733935
## 2583 -0.540034658 -0.6421711456 -1.1765454079 -0.1162867923 0.140677463
## 2584 -0.467198268 -0.6441168182 -1.0956470988 -0.2267768824 0.154928902
## 2585 -0.416563251 -0.6163148486 -1.0643397994 -0.2349198079 0.172898180
## 2586 -0.456682064 -0.6480683635 -1.0698641312 -0.2660161530 0.184731697
## 2587 -0.460008830 -0.7258511342 -0.9539471264 -0.4192460133 0.209152659
## 2588 -0.393418175 -0.4030759017 -1.0981570067 -0.3771289489 0.182334496
## 2589 -0.387210900 -0.3690468699 -1.1277826445 -0.3738201635 0.182973266
## 2590 -0.497791524 -0.4566584481 -1.1610397269 -0.4069201369 0.206267708
## 2591 -0.499899215 -0.4572901962 -1.1582991084 -0.4295919654 0.205448689
## 2592 -0.500729259 -0.4577786806 -1.1563959455 -0.4326477108 0.207960312
## 2593 -0.461604212 -0.4116577334 -1.1433373489 -0.4453461550 0.217276880
## 2594 0.677821403 -0.9296483892 -1.2461012922 -0.2461328162 -0.079360864
## 2595 0.708170923 -0.7568185474 -1.3115843460 -0.2376892093 -0.075703263
## 2596 0.727811563 -0.6803333482 -1.3135970770 -0.2310523452 -0.068226199
## 2597 0.726346341 -0.6863119193 -1.3128776217 -0.2360905033 -0.062990848
## 2598 0.709093684 -0.7697916305 -1.2579673972 -0.3427996337 0.017715411
## 2599 0.733107799 -0.6451059938 -1.2609926654 -0.1878745846 0.138472646
## 2600 0.733112074 -0.6476902446 -1.2621752644 -0.1935732576 0.141780276
## 2601 0.666288072 -0.7351530873 -1.2089195589 -0.2872988948 0.167357951
## 2602 0.724900332 -0.7317652147 -1.1644001185 -0.3720109125 0.201778718
## 2603 0.493398832 -0.5618743428 -0.7930153228 -0.4209404682 0.117220869
## 2604 0.565868349 -0.5099567462 -0.6875714497 -0.4950903632 0.137278895
## 2605 0.473625305 -0.6054288935 -0.5679838337 -0.6565512895 0.112517100
## 2606 0.379601428 -0.2621200312 -0.4297900951 -0.6734379940 -0.023173837
## 2607 0.336165969 -0.2984697569 -0.4412008120 -0.6958477901 -0.005948323
## 2608 0.328651203 -0.1670202395 -0.4989553122 -0.5085014110 0.162039626
## 2609 0.277215303 -0.1915099771 -0.6238991711 -0.4898565424 0.138521132
## 2610 0.281718005 0.0035190001 -0.8292409998 -0.3584113366 0.189407376
## 2611 0.366358353 0.3707985618 -1.1772724424 -0.2644581390 0.145687393
## 2612 0.151803882 0.0981520699 -1.1084590063 -0.2742190825 0.103097336
## 2613 0.176519935 0.2324291641 -1.1704844217 -0.3156898305 0.135794092
## 2614 0.220609626 0.3360267505 -1.2465438446 -0.3558284760 0.217385358
## 2615 -0.369546036 -0.0932124376 -0.9605270207 -0.3769918768 0.289776642
## 2616 -0.369719102 -0.0936171833 -0.9595217095 -0.3781766406 0.291285747
## 2617 -0.387311682 -0.0628027721 -1.0121397752 -0.3493686587 0.284457053
## 2618 -0.341392729 -0.0423495915 -0.9916683335 -0.3585581889 0.296330341
## 2619 -0.396969205 -0.0748421749 -1.0899507306 -0.3475875237 0.295097725
## 2620 -0.559235730 -0.2112604370 -1.2885180264 -0.3875486084 0.321824247
## 2621 -0.597339208 -0.2201873440 -1.3491466168 -0.3664578359 0.318928746
## 2622 -0.716731884 -0.3072326984 -1.4881126360 -0.3800991594 0.346620936
## 2623 -0.717639561 -0.3084784004 -1.4870194052 -0.3851280558 0.353395543
## 2624 -0.665574037 -0.2840946327 -1.5964842483 -0.4676106327 0.390711792
## 2625 -0.664274218 -0.2639940687 -1.6285328745 -0.4607053432 0.397670921
## 2626 -0.590393223 -0.3935811709 -1.5952336949 -0.6151784154 0.431612340
## 2627 -0.574793755 -0.3892995504 -1.5892317690 -0.6502737682 0.450457518
## 2628 -0.569223260 -0.3765911699 -1.5897739591 -0.6583120304 0.452756623
## 2629 -0.481979329 -0.3231815692 -1.3686749893 -0.6952204003 0.685808901
## 2630 -0.483304509 -0.3281355881 -1.3701241974 -0.6968285180 0.689228942
## 2631 -0.487914592 -0.3497763540 -1.3646257697 -0.7043398812 0.702430488
## 2632 -0.513597173 -0.3741961326 -1.4090560541 -0.7057242692 0.873357714
## 2633 -0.515682904 -0.3626354544 -1.3829602415 -0.7132871828 0.883794516
## 2634 -0.601481948 -0.3635055482 -1.4252797091 -0.7432515467 0.904465626
## 2635 -0.635186289 -0.4061720081 -1.3425922693 -0.6184947350 1.074773773
## 2636 -0.653221694 -0.3963601452 -1.2839837315 -0.6305321504 1.155114132
## 2637 -0.656116007 -0.4031516703 -1.2722946287 -0.6341485175 1.168449609
## 2638 -0.491847744 0.2637270900 -1.6627780866 -0.4142641075 1.132739525
## 2639 -0.461278072 0.4242640543 -1.7444629930 -0.3803310241 1.160334653
## 2640 -0.528940116 0.3882490198 -1.6900849923 -0.3993209841 1.150995601
## 2641 -0.475622606 0.4074431679 -1.6780103680 -0.4361845226 1.172047686
## 2642 -0.486268014 0.3841534382 -1.5501829157 -0.4191999703 1.344412612
## 2643 -0.486441080 0.3837486925 -1.5491776045 -0.4203847342 1.345921717
## 2644 -0.499802794 0.3743725889 -1.5416872343 -0.4223305068 1.345278048
## 2645 -0.542833302 0.3377946229 -1.4676010358 -0.4520908097 1.340158484
## 2646 -0.503647569 0.3622647865 -1.3657570519 -0.3080615214 1.515417693
## 2647 -0.519415027 0.3163754621 -1.3292117200 -0.3310388146 1.556580392
## 2648 -0.523230424 0.3241424257 -1.3037705315 -0.3389239945 1.565691157
## 2649 -0.522986883 0.3274049571 -1.3002688371 -0.3435289961 1.570543081
## 2650 -0.555378117 0.2577044369 -1.2254456564 -0.3643835124 1.626540527
## 2651 -0.497274488 0.1065032473 -1.0130194473 -0.6377699379 1.882111738
## 2652 -0.468522040 0.2407055925 -1.0417033606 -0.6058755698 1.873500035
## 2653 -0.428049940 0.2300775484 -0.9732360316 -0.6696229821 1.913657881
## 2654 -0.430871593 0.2358224859 -1.0176581064 -0.6905559601 1.917282918
## 2655 -0.483058467 0.0574207173 -0.7437182134 -0.7638242448 2.093214750
## 2656 -0.628970023 -0.2843528376 -0.4880867634 -0.8032286092 2.307726276
## 2657 -0.747567450 -0.5195947176 -0.1843832945 -0.9196858804 2.638675996
## 2658 -0.946011603 -0.9603544765 0.1869248970 -0.9772239906 2.933475410
## 2659 -1.111460528 -1.2726611814 0.4767696822 -1.0588971184 3.229568046
## 2660 -1.144231411 -1.2438307279 0.6529635484 -1.0898599118 3.268578678
## 2661 -1.041304604 -1.0644616510 0.7573729069 -1.2089614544 3.296187519
## 2662 3.294350902 2.2968863012 1.2410909451 1.2312930018 -0.618846476
## 2663 2.162421943 1.3719223060 0.6221692132 0.7255234410 -0.183239220
## 2664 2.302675335 1.4251623387 0.7312902889 0.6489071487 -0.159997372
## 2665 1.659967687 0.8811314283 0.3922387710 0.3336260815 0.102599190
## 2666 1.782210125 0.9138112265 0.4987794696 0.2827293662 0.099688713
## 2667 1.785788910 0.9006963061 0.5253777241 0.2519363215 0.105293544
## 2668 1.128758345 0.3362226312 0.3420730163 -0.0884443062 0.339557355
## 2669 0.783647597 0.0315202739 0.2682779243 -0.2391782824 0.446492696
## 2670 0.781818631 0.0238351291 0.2713632591 -0.2476930213 0.453834049
## 2671 0.430626138 -0.1425093687 -0.1494012621 -0.2671831141 0.435337749
## 2672 0.431176585 -0.1378442832 -0.1433474747 -0.2752848541 0.441577137
## 2673 0.810372721 -0.3680417027 -0.4863734186 -0.1323181218 0.299012305
## 2674 0.602860576 -0.4897371458 -0.6887049578 -0.1392171420 0.319841312
## 2675 0.591014251 -0.5157708164 -0.6724956625 -0.1669911760 0.333392838
## 2676 0.514538109 -0.5992535184 -0.6830240491 -0.2103458492 0.358737041
## 2677 0.536133862 -0.6522574539 -0.5975781790 -0.3096487214 0.441252080
## 2678 0.524348307 -0.6773381642 -0.5622912136 -0.3465350840 0.450057024
## 2679 0.533393038 -0.7266138849 -0.5147918104 -0.4992773375 0.562244270
## 2680 0.380055696 -0.7675313095 -0.9631538690 -0.3965784515 0.537645598
## 2681 0.327355135 -0.8350348328 -0.9597500775 -0.4651179948 0.560128870
## 2682 0.217764516 -0.8631586692 -1.1064218647 -0.4508065339 0.522861394
## 2683 -0.466657316 -1.3164041692 -0.7663157062 -0.4924251548 0.610758647
## 2684 -0.709075656 -1.4967088815 -0.7865641380 -0.4597627579 0.579529430
## 2685 -0.695003668 -1.4316442152 -0.8574767411 -0.4381057498 0.571948217
## 2686 -0.809287285 -1.5514081055 -0.8660969519 -0.5540862732 0.654147767
## 2687 -0.818273197 -1.5613725862 -0.8365109178 -0.5904034913 0.670515958
## 2688 -0.849161156 -1.5852795639 -0.8382536151 -0.6420906953 0.718007809
## 2689 -0.849722518 -1.5889389517 -0.8319308403 -0.6694369963 0.719568434
## 2690 -0.676386345 -1.4985355305 -0.7583316412 -0.7229555877 0.757308524
## 2691 -0.743642679 -1.5626848717 -0.6969770513 -0.7696885836 0.804615964
## 2692 -0.654691581 -1.4938232609 -0.7497105117 -0.7817276115 0.785293404
## 2693 -0.723980142 -1.4812012113 -0.8697272407 -0.7952369182 0.763918601
## 2694 -0.906841714 -1.4751951869 -1.1972369577 -0.7337011997 0.668019213
## 2695 -1.013502419 -1.4907682669 -1.3259872822 -0.7217809685 0.627595863
## 2696 -1.021777259 -1.4981053669 -1.2908364207 -0.7498608287 0.623107867
## 2697 -1.209918780 -1.5255807223 -1.5583745199 -0.7496604993 0.579257466
## 2698 -1.206035409 -1.5389299460 -1.5622028448 -0.7588665402 0.591218884
## 2699 -1.249131449 -1.5410446880 -1.6807091387 -0.8299784093 0.598827279
## 2700 -1.192675957 -1.3985180506 -1.7767108726 -0.8582198619 0.597143107
## 2701 -1.192959429 -1.3385822505 -1.8659251872 -0.8497317915 0.582804225
## 2702 -1.265694055 -1.4148154878 -1.8683973700 -0.9010074365 0.611685803
## PC11 PC12 PC13 PC14 PC15
## 1 -0.0359175298 0.232569399 -0.0296259688 -0.327872694 2.389102e-01
## 2 -0.2587040919 -0.050993116 -0.1881640229 -0.771177128 -2.436179e-01
## 3 -0.2594377521 -0.044495187 -0.1548164437 -0.760924738 -1.989616e-01
## 4 -0.2307275614 -0.126155699 -0.1785128441 -0.655456900 -2.116031e-01
## 5 -0.2873418569 -0.207486092 -0.2848773886 -0.701291231 -2.820712e-01
## 6 -0.2080663348 -0.270193509 -0.3125095135 -0.803643601 -2.955501e-01
## 7 -0.2071548148 -0.270410136 -0.3122371098 -0.801228198 -2.926526e-01
## 8 -0.1831544710 -0.375514273 -0.3466214687 -0.540397308 -1.917703e-01
## 9 -0.1833187629 -0.376064943 -0.3465948854 -0.540080221 -1.902320e-01
## 10 -0.1443668448 -0.394609709 -0.3168548719 -0.550267475 -1.671509e-01
## 11 -0.1155110891 -0.387225639 -0.3012494899 -0.517105767 -8.671774e-02
## 12 -0.1130025084 -0.389587819 -0.3026879122 -0.507209137 -8.192431e-02
## 13 -0.1099258317 -0.398264477 -0.2924495178 -0.501860959 -8.112679e-02
## 14 -0.1129128546 -0.399792388 -0.2761830475 -0.472452959 -4.668066e-03
## 15 -0.0674955070 -0.484481692 -0.2152245650 -0.604471319 -4.623728e-02
## 16 -0.0782807321 -0.486569641 -0.2945883960 -0.573468740 -3.740186e-02
## 17 -0.2092310136 -1.167771335 -1.2380536847 -1.664814172 2.458459e-01
## 18 -0.2105329772 -1.167977827 -1.2400085786 -1.660240538 2.457375e-01
## 19 -0.2111438059 -1.177774842 -1.2268305115 -1.653922189 2.357856e-01
## 20 -0.2684787646 -1.126418858 -1.2855706367 -1.729915361 2.452524e-01
## 21 -0.2967565973 -1.158667612 -1.2146079230 -1.929683041 4.427987e-01
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## 1675 0.5845802423 0.524065103 0.8099200255 -0.352139286 2.452302e+00
## 1676 0.5932354421 0.543939862 0.8289269963 -0.284993027 2.441647e+00
## 1677 0.4355224439 0.460794356 0.8417019331 -0.332316776 2.405117e+00
## 1678 0.4094610068 0.451414280 0.8522668930 -0.296247827 2.402841e+00
## 1679 0.4124104466 0.411691117 0.8155791123 -0.219816123 2.388718e+00
## 1680 0.4153201446 0.431397586 0.7614716842 -0.183372001 2.421237e+00
## 1681 0.4882831582 0.427371545 0.6931067758 -0.141691556 2.367763e+00
## 1682 0.2539935142 0.837689289 1.0013362938 -0.087174786 2.310241e+00
## 1683 0.4616787780 1.098341805 1.0087298954 0.549600244 2.568865e+00
## 1684 0.4609538140 1.094293931 1.0078678711 0.567335940 2.573884e+00
## 1685 0.4631233527 1.091126841 1.0106824151 0.574318894 2.576601e+00
## 1686 0.2896019575 1.089341271 0.7759381115 0.518437630 2.482324e+00
## 1687 0.4211388649 0.906240496 0.6816757590 0.435174488 2.431474e+00
## 1688 0.4709045684 0.902160842 0.6960338058 0.449481692 2.410072e+00
## 1689 0.2699660560 1.272177499 0.9763512800 0.499778227 2.385995e+00
## 1690 0.3229428119 1.216198668 0.9302147651 0.517773546 2.355375e+00
## 1691 0.3259358487 1.233936960 0.9503349794 0.570817920 2.342718e+00
## 1692 0.3404826708 1.242373531 0.9804482913 0.638016147 2.338437e+00
## 1693 -0.0014198196 1.651947519 1.1834320491 0.679985512 2.220750e+00
## 1694 -0.0427590957 1.692147589 1.0817860566 0.687223031 2.148990e+00
## 1695 0.0103424310 1.792244961 0.9914490765 0.638309161 1.924793e+00
## 1696 0.0313031741 1.784142711 0.9788837946 0.604596606 1.899579e+00
## 1697 0.0420466124 1.794129243 1.0316443583 0.696249018 1.910529e+00
## 1698 0.0562818429 1.784782643 0.9660835939 0.760327221 1.922185e+00
## 1699 -0.0831567626 1.898979046 0.9020527914 0.604399972 1.983433e+00
## 1700 -0.0406592898 1.846826216 0.8560187490 0.622355163 1.947295e+00
## 1701 -0.1122483727 1.869049343 0.7376496090 0.621635944 1.986886e+00
## 1702 -0.0822667896 1.829111622 0.6963646838 0.676407501 1.921151e+00
## 1703 -0.0634374155 1.799104086 0.6151526179 0.656777203 1.919346e+00
## 1704 -0.0781023350 1.812965930 0.5775782259 0.655477550 1.908513e+00
## 1705 0.0486610208 1.639898446 0.5560553252 0.620899866 1.848841e+00
## 1706 0.0608617068 1.627401705 0.5455965807 0.672064998 1.867225e+00
## 1707 0.0639422602 1.626695244 0.5466735056 0.680707894 1.873633e+00
## 1708 0.0454838087 1.615737441 0.5504090846 0.738536700 1.876795e+00
## 1709 0.0463953287 1.615520813 0.5506814883 0.740952103 1.879693e+00
## 1710 -0.0749553095 1.719734041 0.4319306233 0.598012696 1.893809e+00
## 1711 -0.1910643241 1.809542811 0.3492085112 0.233612465 1.894991e+00
## 1712 -0.1595435618 1.742491671 0.3356004445 0.245211828 1.853080e+00
## 1713 -0.1617116873 1.740177285 0.3354078985 0.247313873 1.847695e+00
## 1714 -0.2470866483 1.720655142 0.2042309315 0.234048754 1.694659e+00
## 1715 -0.3958242966 1.920452577 -0.0372156158 0.275699721 1.639841e+00
## 1716 -0.3946142780 1.847654259 -0.0193141666 0.632537958 1.533885e+00
## 1717 -0.3421185882 1.740513295 0.2452695575 0.758745797 1.569651e+00
## 1718 -0.3252810247 1.729676734 0.2315848212 0.807939898 1.591702e+00
## 1719 -0.4198525075 1.825310778 0.1567152407 0.718875135 1.620474e+00
## 1720 -0.2924489795 1.695456247 0.1123439894 0.697314174 1.543679e+00
## 1721 -0.3083361005 1.675352282 0.1958337475 0.620570976 1.426600e+00
## 1722 -0.3910524052 1.765800854 -0.0528524860 0.399702191 1.384785e+00
## 1723 -0.4119666997 1.733701697 0.0108599277 0.403979314 1.332485e+00
## 1724 -0.5687300395 1.753400948 0.0231886826 0.376776949 1.424874e+00
## 1725 -0.6038529213 1.780373613 -0.1352504146 0.371011957 1.384109e+00
## 1726 -0.5687275224 1.791555592 -0.1401900435 0.373022537 1.399819e+00
## 1727 -0.3795224238 1.568843453 0.0372354842 0.427448702 1.414881e+00
## 1728 -0.4897525174 1.760097569 -0.1277710818 0.354203118 1.544454e+00
## 1729 -0.7235291113 2.030557573 -0.4699728351 0.312209424 1.521057e+00
## 1730 -0.8411118858 2.146058212 -0.6415100253 0.366940768 1.455836e+00
## 1731 -1.1276175292 2.332406690 -0.9040077991 0.287270073 1.424282e+00
## 1732 -1.6023377613 2.882772319 -1.6268055488 0.292683095 1.418979e+00
## 1733 -2.5813888189 3.938448420 -2.9515295159 0.067332781 1.314998e+00
## 1734 -1.0098171639 0.654680145 0.4866392700 -2.130151017 -9.270078e-01
## 1735 -0.6880952370 0.685338323 0.2879400189 -0.548579342 -2.714045e-01
## 1736 -0.9466064354 1.021678451 0.5362158430 -1.656855194 -6.166206e-01
## 1737 -0.9510464975 1.017574035 0.5365374720 -1.662843978 -6.199850e-01
## 1738 -0.6613802564 0.758657399 0.3276109099 -0.891505990 -2.785443e-01
## 1739 -0.8161763336 0.662928326 0.3282565150 -0.889129103 -3.754231e-01
## 1740 -0.5839490843 0.611905759 0.1827337579 -0.810660570 -3.677180e-01
## 1741 -0.5536985019 0.584497327 0.1802214748 -0.759133139 -3.512985e-01
## 1742 -0.6144924606 0.653677501 0.2506294124 -0.994597706 -4.247618e-01
## 1743 -0.5935829810 0.650863573 0.2563223046 -1.002027472 -4.120236e-01
## 1744 -0.6339920767 0.663322699 0.2041099481 -1.006828142 -5.087259e-01
## 1745 -0.5150617395 0.638739166 0.0130988952 -0.754013398 -4.478526e-01
## 1746 -0.5040191032 0.584988973 0.0045243198 -0.625171528 -4.072587e-01
## 1747 -0.5000190493 0.585991459 0.0305514032 -0.649521066 -3.789025e-01
## 1748 -0.4655114710 0.597128280 0.0251248256 -0.648196045 -3.604465e-01
## 1749 -0.4223755158 0.601194881 -0.0962015136 -0.586930847 -4.003142e-01
## 1750 -0.4228092052 0.602218237 -0.0977770979 -0.582853892 -3.995858e-01
## 1751 -0.4409298589 0.605258022 -0.0813714902 -0.762471234 -4.529381e-01
## 1752 -0.4418839590 0.602810204 -0.0891948192 -0.780890511 -4.715020e-01
## 1753 -0.3211692802 0.577642459 -0.1632582262 -0.768788185 -4.455138e-01
## 1754 -0.3976105879 0.963855079 0.1340951162 -0.796838865 -4.911040e-01
## 1755 -0.2941115052 0.897731383 0.1588826120 -0.611875492 -5.978498e-01
## 1756 -0.2588736045 0.856969835 0.1981026550 -0.457413477 -5.664891e-01
## 1757 -0.1457924765 0.598956279 0.4046896915 -0.337382815 -9.287725e-01
## 1758 -0.0110730917 0.554491888 0.3725751241 -0.446867700 -9.007542e-01
## 1759 -0.0043366679 0.555588001 0.3591083640 -0.452739506 -9.107576e-01
## 1760 0.0325171306 0.532016506 0.3289431168 -0.338638949 -8.639364e-01
## 1761 0.0278809686 0.527914890 0.3196495941 -0.361491174 -8.922138e-01
## 1762 0.0277217582 0.522364682 0.3518110116 -0.301461435 -9.441919e-01
## 1763 -0.1773976873 0.567344279 -0.3278575374 -0.995469159 -5.705216e-01
## 1764 -0.1708760941 0.571577362 -0.3031601562 -1.000199709 -5.592635e-01
## 1765 -0.1691624784 0.454604370 -0.3339777059 -1.089449151 -5.860245e-01
## 1766 -0.1698829510 0.379332426 -0.3214666556 -1.031975676 -5.468917e-01
## 1767 -0.1663692191 0.358778568 -0.3221939353 -0.970233462 -5.424739e-01
## 1768 -0.5217538506 0.637012983 0.1271974562 -1.121341206 -2.543305e-01
## 1769 -0.5071723332 0.633656195 0.1346098483 -1.118870278 -2.424540e-01
## 1770 -0.5263877482 0.652712831 0.1147182519 -1.086789733 -2.167863e-01
## 1771 -0.5839798183 0.616791696 0.1826337394 -1.093342815 -1.884990e-01
## 1772 -0.5242483730 0.577342099 0.2317996960 -1.076308427 -1.308035e-01
## 1773 -0.5108844390 0.575850557 0.2363799534 -1.057804157 -1.190297e-01
## 1774 -0.3864096948 0.472264579 0.1825176205 -1.128873527 -1.470632e-01
## 1775 -0.2304115907 0.473585078 0.0912665343 -1.290631504 -2.685853e-01
## 1776 -0.2417808681 0.519508357 0.1630012976 -1.324508569 -4.420871e-01
## 1777 -0.2334694856 0.521431949 0.1482062047 -1.319262289 -4.469802e-01
## 1778 -0.2263848232 0.516520608 0.1260349251 -1.362704760 -4.626916e-01
## 1779 -0.2043326551 0.418294434 0.1137845436 -1.457673072 -5.171766e-01
## 1780 -0.0790298075 0.355541448 0.2654674666 -1.330571156 -4.882507e-01
## 1781 -0.1354707339 0.327535078 0.3816634186 -1.345547004 -5.389338e-01
## 1782 -0.1263363028 0.290537455 0.5132769117 -1.186338718 -4.197248e-01
## 1783 -0.3106206448 0.143455082 0.6036948777 -1.313737443 -3.455550e-01
## 1784 -0.3034802816 0.144462741 0.6046177033 -1.293269497 -3.325686e-01
## 1785 -0.5040736618 0.495338772 0.8634521507 -1.224574229 -3.676751e-01
## 1786 -0.5057146889 0.496169054 0.8602907147 -1.224816281 -3.699057e-01
## 1787 -0.5634194933 0.450189697 0.8673186068 -1.200852584 -4.013860e-01
## 1788 -0.4424982211 0.389312599 0.9261367084 -1.169806947 -3.712576e-01
## 1789 -0.4205073584 0.424357569 0.8926192277 -1.164105428 -3.607665e-01
## 1790 -0.3693089331 0.378308247 0.8429798268 -1.260825903 -4.952383e-01
## 1791 -0.3237895928 0.380954354 0.8338282506 -1.236552233 -4.886571e-01
## 1792 -0.2771674431 0.432175720 0.8242332156 -1.168877098 -5.006593e-01
## 1793 -0.4774783124 0.792134743 1.0874056120 -1.103626129 -5.582457e-01
## 1794 -0.6220243340 0.895980550 1.2325344942 -1.177604346 -5.787628e-01
## 1795 -0.6207608908 0.896674495 1.2309334710 -1.174269852 -5.762500e-01
## 1796 -0.6239880810 0.906581177 1.2455721426 -1.180955663 -5.383727e-01
## 1797 -0.6243466292 0.907725515 1.2412150449 -1.174087601 -5.348125e-01
## 1798 -0.7261769075 0.957733360 1.2720597182 -1.240830957 -6.107324e-01
## 1799 -0.8408857420 1.063306446 1.1403681329 -1.389798478 -6.080869e-01
## 1800 -0.8375530497 1.045546571 1.1392960060 -1.348193011 -5.814027e-01
## 1801 -0.8038777106 1.069202594 1.1163529782 -1.345296411 -5.817445e-01
## 1802 -0.7280018080 1.088674778 1.0391265519 -1.473316387 -6.795198e-01
## 1803 -0.6688572686 1.067956778 1.0485908809 -1.515638065 -6.944889e-01
## 1804 -0.7457265214 1.345334962 1.2909672853 -1.384600926 -7.150169e-01
## 1805 -0.6906321063 1.431868431 1.1660022169 -1.365788149 -7.214168e-01
## 1806 -0.6941850517 1.448778488 1.1093359561 -1.372578858 -7.326581e-01
## 1807 -0.8027463621 1.569431976 1.0495952906 -1.529246557 -6.528355e-01
## 1808 -0.8012224483 1.553657230 1.0736060018 -1.544576868 -6.375777e-01
## 1809 -0.7232401084 1.346408335 1.5125951465 -1.791157796 -5.786775e-01
## 1810 -0.7259803071 1.455523036 1.3928727041 -1.875392770 -5.857747e-01
## 1811 -0.6983427598 1.371891104 1.5196112526 -1.968596960 -6.198678e-01
## 1812 -0.6056630350 1.322881531 1.5270460416 -1.955890299 -6.525701e-01
## 1813 -0.6127750551 1.362435642 1.4698629915 -2.067298412 -6.483601e-01
## 1814 -0.6247247503 1.412681869 1.3773989168 -2.140746897 -6.185671e-01
## 1815 -0.6137132435 1.403361079 1.3608871630 -2.082405700 -5.956970e-01
## 1816 -0.6005605282 1.426317489 1.3473902309 -2.020749997 -5.241896e-01
## 1817 0.6422104969 2.441807218 2.4431081052 -1.764098000 -1.045363e+00
## 1818 0.6547777721 2.478907412 2.4701964503 -1.662495659 -1.080562e+00
## 1819 0.2179810000 2.672167554 2.7641520305 -1.817295939 -1.100853e+00
## 1820 0.2273779276 2.674032130 2.7625328225 -1.807633252 -1.094367e+00
## 1821 0.2413445225 2.656481260 2.6103197242 -1.823147658 -1.168259e+00
## 1822 0.2338841849 2.653855887 2.6132642271 -1.830409913 -1.155194e+00
## 1823 0.2163623983 2.665861169 2.5895652737 -1.831506791 -1.176117e+00
## 1824 0.2009575735 2.662472787 2.5692705483 -1.797615987 -1.118634e+00
## 1825 0.2056888159 2.684174054 2.6236253867 -1.762850987 -1.122702e+00
## 1826 0.2432857115 2.688897837 2.6482464481 -1.830588777 -1.002681e+00
## 1827 -0.0862183306 0.025809429 -0.4480171994 0.704088278 2.803601e-01
## 1828 -0.3371920027 0.113947294 -0.2710473770 0.300631908 4.220113e-02
## 1829 -0.1454283345 0.154039258 -0.3327545059 0.139880372 1.317920e-01
## 1830 -0.0645732209 0.086979194 -0.3434069696 0.096617327 1.083477e-01
## 1831 -0.1060114659 0.081453437 -0.3395275130 0.196413182 1.565312e-01
## 1832 -0.1403821668 0.083932110 -0.2986385048 0.246221294 1.001267e-01
## 1833 -0.1939398399 -0.020436014 -0.1300737367 0.377712091 5.373283e-02
## 1834 -0.0718033268 -0.117088746 -0.0910183230 0.336507513 -1.799344e-03
## 1835 -0.0746437870 -0.104646201 -0.0947093912 0.312075044 -1.694642e-02
## 1836 -0.0641001195 -0.115109882 -0.1043338498 0.464138428 -1.193810e-02
## 1837 -0.0808545813 -0.126165105 -0.0776891182 0.448029591 -8.170321e-03
## 1838 -0.0752553012 -0.136777760 -0.0640104923 0.448451565 -4.802968e-03
## 1839 -0.0877852005 -0.146495991 -0.1343614182 0.495224391 -5.745392e-02
## 1840 -0.0710553502 -0.046260715 -0.1466115181 0.571412667 -1.440800e-01
## 1841 -0.0787786754 -0.051670065 -0.1596814537 0.570881317 -1.634410e-01
## 1842 -0.0769297346 -0.051411726 -0.1593352460 0.575362670 -1.591916e-01
## 1843 -0.1167675288 0.053180711 -0.1257729069 0.306352952 9.044051e-03
## 1844 -0.1134741352 0.073819038 -0.1287635672 0.248885120 -8.433075e-03
## 1845 0.0409837358 -0.053222269 -0.0722411270 0.124532473 -4.234988e-02
## 1846 0.1001847607 -0.193787083 0.0339969875 0.306725319 -8.959742e-02
## 1847 0.0578430650 -0.132289621 -0.3055485168 -0.415167573 4.192713e-01
## 1848 0.0478615574 -0.119910523 -0.2863228063 -0.329553462 4.167064e-01
## 1849 0.0478356566 -0.120602118 -0.2861242065 -0.329204009 4.182521e-01
## 1850 0.0592836007 -0.254597608 -0.1477042274 -0.346580596 3.620560e-01
## 1851 0.0175197600 -0.319932784 -0.0583195136 -0.339143978 3.942704e-01
## 1852 0.0194656974 -0.321562043 -0.0571169229 -0.332980960 3.968572e-01
## 1853 0.0254316035 -0.320987795 -0.0499955416 -0.315520503 4.123496e-01
## 1854 0.0863818566 -0.336276833 -0.0825126366 -0.097665420 4.682074e-01
## 1855 0.1905622101 -0.511085794 0.1985123006 -0.148285955 6.066728e-01
## 1856 0.2594715198 -0.601000559 0.4903162300 0.054027315 6.490216e-01
## 1857 0.4287678645 -0.646766299 0.4649506963 -0.155009324 5.869784e-01
## 1858 0.4732747010 -0.686006882 0.4286980436 -0.234876654 5.135918e-01
## 1859 0.4714507043 -0.684404955 0.4253173289 -0.229347099 5.167642e-01
## 1860 0.5134914156 -0.701734004 0.4498167451 -0.122565618 6.007664e-01
## 1861 0.1001548367 -0.873280652 0.9475697140 -1.545001372 -7.692978e-02
## 1862 0.2209636574 -0.997687783 1.1588166950 -1.516817617 -4.131492e-02
## 1863 0.2209358005 -0.998262459 1.1588314286 -1.516496079 -3.979259e-02
## 1864 0.2361578301 -1.003388443 1.1608588960 -1.476161372 1.664610e-02
## 1865 0.3533054511 -1.012659305 1.1070870633 -1.710765313 -1.640052e-01
## 1866 0.4499051719 -1.102373695 1.1058809210 -1.732654073 -2.227304e-01
## 1867 0.5000746981 -1.128653451 1.1468725210 -1.795660893 -1.869752e-01
## 1868 0.4320979734 -1.119866014 1.2096885445 -1.900344754 -2.766603e-01
## 1869 0.4299929111 -1.107506242 1.2054054425 -1.930160433 -2.889003e-01
## 1870 0.5008112774 -1.110314968 1.2473795706 -1.857322189 -3.060615e-01
## 1871 0.5491068962 -1.118335640 1.2812296096 -1.783180242 -3.401776e-01
## 1872 0.5490790393 -1.118910316 1.2812443433 -1.782858704 -3.386553e-01
## 1873 0.5724572412 -1.118891400 1.2924286673 -1.735361097 -2.387386e-01
## 1874 0.6851889459 -1.192594053 1.4414432830 -1.719960620 -2.098956e-01
## 1875 0.6678036162 -1.219366598 1.4463457436 -1.735894994 -2.364457e-01
## 1876 0.7551390327 -1.283857578 1.4319097307 -1.799252345 -2.559973e-01
## 1877 0.8358698371 -1.331992374 1.4468128491 -1.878602283 -2.460568e-01
## 1878 0.8312309017 -1.327986485 1.4412775676 -1.879331700 -2.447594e-01
## 1879 0.8374224131 -1.403703015 1.3663524271 -1.888799307 -2.980473e-01
## 1880 0.8256404213 -1.519089893 1.5922885887 -1.947226090 -3.639910e-01
## 1881 0.8430450854 -1.522988061 1.6077464193 -1.936719613 -3.493364e-01
## 1882 0.8570794979 -1.514471096 1.6339414482 -1.893310751 -3.452558e-01
## 1883 0.8540800716 -1.537521010 1.6738909857 -1.908731637 -3.112127e-01
## 1884 0.8699492007 -1.540026675 1.6654796850 -1.860768377 -2.525077e-01
## 1885 0.6710295114 -1.183925782 1.9338745554 -1.797797941 -3.115132e-01
## 1886 0.7710922507 -1.179961404 1.9133072400 -1.901702900 -3.063686e-01
## 1887 0.8237997157 -1.202284047 1.9169131645 -1.962004874 -3.291929e-01
## 1888 0.7735188760 -1.151798322 1.8607464978 -2.037092888 -3.157265e-01
## 1889 0.7735785251 -1.165943686 1.8771226004 -2.057346427 -3.100462e-01
## 1890 0.7514461095 -1.211024548 1.9789186949 -2.049087670 -2.569209e-01
## 1891 0.5509475700 -1.349236094 2.0121397637 -2.190790154 -1.526730e-01
## 1892 0.5763797974 -1.310762913 1.9651261250 -2.181383293 -2.462175e-01
## 1893 0.4303882719 -1.135092550 1.7968380379 -2.378709296 -1.764878e-01
## 1894 0.4383032761 -1.117583320 1.8234860075 -2.305038785 -1.502200e-01
## 1895 0.4384693344 -1.091520612 1.7783479199 -2.289155341 -2.320846e-01
## 1896 0.4073300311 -1.058679737 1.7029681125 -2.291413341 -2.359189e-01
## 1897 0.4067108250 -1.047708079 1.7166230411 -2.241586406 -2.528988e-01
## 1898 0.3525718001 -0.986641143 1.6612951340 -2.295755111 -2.804897e-01
## 1899 0.2934146619 -0.933151266 1.6004756339 -2.360327336 -2.705005e-01
## 1900 0.3024568577 -0.930112258 1.5930524820 -2.331267254 -2.552099e-01
## 1901 0.3635562555 -0.903224328 1.6046734797 -2.317444668 -3.603069e-01
## 1902 0.2918605778 -0.825552638 1.5451426534 -2.501055977 -2.986804e-01
## 1903 0.2714541512 -0.811498777 1.5281155295 -2.467586763 -2.791780e-01
## 1904 0.5443582266 -0.685674796 1.5061697696 -2.424071755 -4.281183e-01
## 1905 0.5462008101 -0.685036471 1.5059184126 -2.419681126 -4.239450e-01
## 1906 0.5077197595 -0.702905411 1.5520215752 -2.414969652 -4.470112e-01
## 1907 0.4916029137 -0.692143702 1.5878971149 -2.426106590 -4.418609e-01
## 1908 0.3111611646 -0.347812779 1.8525546948 -2.369265761 -5.120651e-01
## 1909 0.3276935654 -0.355279763 1.6576128418 -2.413734568 -5.856572e-01
## 1910 -0.2821736720 0.214883528 0.9042082971 -2.172841588 -9.260632e-01
## 1911 -0.4685952051 0.383795241 0.9191267174 -2.161766696 -8.407985e-01
## 1912 -0.3322590196 0.315603201 0.9323963638 -2.330066431 -9.077676e-01
## 1913 -0.4464626366 0.463249488 0.7271873009 -2.375620698 -9.233637e-01
## 1914 -0.4367329559 0.467162828 0.7191827638 -2.407961606 -9.425503e-01
## 1915 -0.6839531178 0.761005914 0.3497833678 -2.458654708 -9.636350e-01
## 1916 -0.9599560333 1.035354310 -0.0444546438 -2.424925191 -9.499827e-01
## 1917 0.4789691494 0.013615697 2.1225780801 -2.462701978 1.502858e+00
## 1918 -0.2775830163 0.281986729 -0.1413264385 -0.345871837 -5.528560e-02
## 1919 -0.4779262001 0.939183948 0.3358272339 -0.997970899 -1.552581e-01
## 1920 -0.4299924541 0.933953874 0.3730769122 -0.933681945 -2.051483e-01
## 1921 -0.4416122806 0.950810151 0.3637995007 -0.929213059 -2.211819e-01
## 1922 -0.4051367692 0.940833837 0.3815334945 -0.915617807 -1.998324e-01
## 1923 -0.3825449525 0.936650711 0.3910280409 -0.907361376 -1.854973e-01
## 1924 -0.5181397054 1.016277384 0.7052631127 -1.235200656 -6.179671e-01
## 1925 -0.4007772244 0.834422106 0.6697765558 -1.073985227 -5.826139e-01
## 1926 -0.4329250163 0.869786002 0.6701914269 -1.137150214 -5.949831e-01
## 1927 -0.4109738561 0.946753821 0.5886548122 -1.075995509 -6.005661e-01
## 1928 -0.3640372839 0.926120551 0.5501970016 -0.939181563 -5.443335e-01
## 1929 -0.3613675254 0.921047323 0.5568172429 -0.934420005 -5.406915e-01
## 1930 -0.3923724400 0.890655319 0.3798696029 -0.658132895 -4.846102e-01
## 1931 -0.3842484132 0.782799634 0.4359620195 -0.469628060 -4.691170e-01
## 1932 -0.3694273056 0.825285809 0.3413770862 -0.509597225 -6.049865e-01
## 1933 -0.3388172197 0.853002314 0.3123350899 -0.513503383 -6.095061e-01
## 1934 -0.1961134060 0.852606940 0.2600426683 -0.728836724 -6.816165e-01
## 1935 -0.2069048504 0.867546435 0.2230868245 -0.744898763 -7.335290e-01
## 1936 -0.1791993726 0.861570405 0.2206838922 -0.619854379 -7.236248e-01
## 1937 -0.2127093570 0.802245874 0.3007853383 -0.588699045 -6.478057e-01
## 1938 -0.2967976161 0.738255379 0.2976002023 -0.245742103 -8.640957e-01
## 1939 -0.2394035765 0.752805222 0.2847390383 -0.268819441 -9.174323e-01
## 1940 -0.1431167153 0.676084684 0.6466875226 -0.172123679 -8.936040e-01
## 1941 -0.1137177881 0.641882975 0.6550470495 -0.207318108 -9.045764e-01
## 1942 -0.0798830595 0.701884562 0.7237846613 -0.057901075 -8.941202e-01
## 1943 -0.0827066044 0.700587735 0.7222509290 -0.055587008 -8.997460e-01
## 1944 -0.0786873924 0.702820329 0.7257365575 -0.048060786 -8.928465e-01
## 1945 -0.0773921663 0.701877681 0.7264000489 -0.043195634 -8.901532e-01
## 1946 -0.1426600417 0.653036431 0.6086477365 0.024104774 -8.983826e-01
## 1947 -0.1566150810 0.648007590 0.7352707357 0.019094218 -8.157153e-01
## 1948 -0.1184030055 0.614566838 0.7391705642 0.134820507 -7.513020e-01
## 1949 -0.1079843854 0.611330574 0.7449396774 0.147101565 -7.441637e-01
## 1950 -0.0998671065 0.590511988 0.8077391656 0.150081030 -6.829364e-01
## 1951 -0.0593980212 0.607854787 0.8000221201 0.180205553 -6.391272e-01
## 1952 -0.0126101460 0.585696174 0.7794831121 0.263084406 -5.904606e-01
## 1953 0.0060308204 0.582785511 0.7862002947 0.219884623 -5.855126e-01
## 1954 0.0167001405 0.572530596 0.7642555849 0.194221691 -6.113204e-01
## 1955 0.0284134755 0.608987348 0.7824673277 0.206745150 -6.248204e-01
## 1956 0.0229346128 0.653545179 0.7747141153 0.276313651 -6.340926e-01
## 1957 0.0272819239 0.651091766 0.7781228075 0.282559313 -6.298211e-01
## 1958 0.0063948646 0.679269934 0.7938526289 0.213894658 -6.420715e-01
## 1959 -0.0154940126 0.699711988 1.0158777181 0.327043912 -6.507945e-01
## 1960 0.0139099151 0.667869042 1.0643705554 0.515265762 -6.228178e-01
## 1961 0.0184160650 0.674665010 1.0604458283 0.531738635 -6.108860e-01
## 1962 0.0040329487 0.663721270 1.0943626832 0.564180705 -6.177637e-01
## 1963 0.0604332635 0.588922825 1.1008800614 0.497185670 -6.386217e-01
## 1964 0.1273016282 0.643974683 1.1595085013 0.663246909 -6.750907e-01
## 1965 0.1547782439 0.609544569 1.2208072660 0.707162771 -7.111062e-01
## 1966 0.2649533029 0.574733611 1.3627780851 0.730490197 -6.153014e-01
## 1967 0.2652444594 0.574320577 1.3621147336 0.735341292 -6.118969e-01
## 1968 0.3344672920 0.471663195 1.3152395759 0.814745026 -6.197159e-01
## 1969 0.2891990716 0.509918774 1.1862958266 0.826274386 -5.974903e-01
## 1970 0.2901676626 0.501140703 1.2007527365 0.809278474 -5.804070e-01
## 1971 0.4531765925 0.484852921 1.1328517061 0.668961734 -6.408584e-01
## 1972 0.4518821702 0.479700926 1.1264754945 0.649095130 -6.622973e-01
## 1973 0.4483905817 0.497367504 1.1436113652 0.611209040 -6.683748e-01
## 1974 0.3943196571 0.508873559 1.1291079819 0.574716189 -6.332120e-01
## 1975 0.3748433881 0.534538752 1.1016882321 0.587585830 -6.394129e-01
## 1976 0.3813713917 0.673005926 1.1907528049 0.901501893 -7.256541e-01
## 1977 0.3745561705 0.665366330 1.1786163724 0.921211010 -7.370429e-01
## 1978 0.2985909579 0.609024467 1.1256835130 1.008069079 -6.884868e-01
## 1979 0.2811538650 0.601128820 1.1115737206 1.015236772 -7.236702e-01
## 1980 0.0160292721 0.565529853 1.0789848788 0.890151253 -7.102961e-01
## 1981 0.0202193625 0.553854331 1.1148096554 0.906335435 -7.216863e-01
## 1982 0.0106032894 0.494810284 1.1950787272 0.786689720 -5.091724e-01
## 1983 0.0365468098 0.452792443 1.2013767054 0.746656290 -5.234427e-01
## 1984 -0.0221628190 0.513744649 1.1678539148 0.669163974 -4.881508e-01
## 1985 -0.0219968668 0.512690044 1.1682480583 0.670738301 -4.867072e-01
## 1986 -0.0748016231 0.518271914 1.0506805351 0.679109410 -4.725780e-01
## 1987 -0.0388544004 0.447709891 1.0247529492 0.680003678 -4.727278e-01
## 1988 -0.0542074438 0.498509192 0.9367382395 0.605780978 -5.677363e-01
## 1989 -0.0296082433 0.460138511 0.9410708869 0.572611605 -5.774263e-01
## 1990 0.2348839838 0.454246279 0.9045999446 0.502309090 -5.906122e-01
## 1991 0.2398844290 0.460854936 0.8803883270 0.488039092 -6.112873e-01
## 1992 0.0446749688 0.358468797 0.8228384407 0.458611906 -7.389842e-01
## 1993 -0.0332282469 0.410730897 0.7662011913 0.340284114 -7.172809e-01
## 1994 -0.0596884250 0.450171258 0.7196789116 0.349516708 -7.238702e-01
## 1995 -0.0573330189 0.450491296 0.7191288793 0.359689684 -7.178934e-01
## 1996 -0.1497528617 0.236878116 0.7874403182 0.066503683 -5.504747e-01
## 1997 -0.3616455411 0.607667112 1.0355022207 0.123867579 -6.118750e-01
## 1998 -0.4844009062 0.681625461 0.8776587235 0.069423873 -7.737009e-01
## 1999 -0.4732912441 0.680157007 0.8800814552 0.072222798 -7.675431e-01
## 2000 -0.2634237633 0.350052018 1.1831223464 -0.818673006 -2.127618e-01
## 2001 -0.2559665814 0.324161812 1.1391093075 -0.843035969 -3.090917e-01
## 2002 -0.6097235395 0.529205043 1.4523053703 -1.025111050 -3.707019e-01
## 2003 -0.6125686143 0.502592219 1.4888883548 -1.052804852 -3.916386e-01
## 2004 -0.5830775208 0.810537826 1.3744182525 -0.423653706 -2.028200e-01
## 2005 -0.5702547010 0.889704424 1.0199311710 -1.118470342 2.688365e-01
## 2006 -0.7846796581 0.930959075 0.9678565990 -1.323100539 2.626191e-01
## 2007 -0.8202677388 0.936943506 0.9627317009 -1.425438895 2.461726e-01
## 2008 -0.8147170536 0.919523563 1.0143698800 -1.413645042 2.504426e-01
## 2009 -0.8375085867 0.910089570 0.9998194416 -1.418212651 2.504770e-01
## 2010 -1.0490788734 0.804352141 1.0081583636 -1.569962910 3.999900e-01
## 2011 -1.1176746752 0.872998542 0.9274575223 -1.640526877 4.086927e-01
## 2012 -1.1522936546 0.919317063 0.9115335089 -1.687628134 4.528349e-01
## 2013 -0.3247777646 0.893789360 0.0440884693 -1.755597877 -1.685012e-01
## 2014 -0.3879200439 1.306867498 0.2172584684 -2.897382699 -2.920734e-01
## 2015 -0.3870903590 1.304298429 0.2197752291 -2.895901755 -2.902903e-01
## 2016 -0.3712489463 1.295924899 0.2284528348 -2.895067204 -2.858029e-01
## 2017 -0.3699473816 1.292204378 0.2328966688 -2.894904517 -2.835782e-01
## 2018 -0.3648680493 1.296267137 0.2359161489 -2.883613734 -2.665851e-01
## 2019 -0.1079727129 0.047348601 -0.2674917753 0.380542042 1.077829e-01
## 2020 -0.0102971654 -0.003608236 -0.2305604042 0.247719269 1.171568e-01
## 2021 -0.0234964789 0.025420337 -0.2533613077 0.246385445 1.210787e-01
## 2022 0.0171317870 0.045563171 -0.2156120256 0.484674332 1.102212e-01
## 2023 -2.7639215441 -1.381194492 0.0362741557 1.153198050 1.150534e-01
## 2024 -2.7715122965 -1.333717532 0.0143247729 1.162659110 5.705432e-02
## 2025 -2.7852794001 -1.307129741 0.0058825685 1.108215813 -9.256121e-02
## 2026 -2.7478053730 -1.288523734 -0.0240348457 1.071285401 -1.173833e-01
## 2027 -2.6641074259 -1.336736280 -0.0309813718 1.000044446 -1.237033e-01
## 2028 -2.6251544551 -1.325683158 -0.0006997095 1.034818105 -4.673305e-02
## 2029 -2.6244276520 -1.328449562 -0.0022227162 1.047376136 -4.180066e-02
## 2030 -2.5876146987 -1.324874397 -0.0013833512 1.095991847 1.923137e-02
## 2031 -2.4943001320 -1.310787981 -0.0606499176 1.018646201 -5.885488e-02
## 2032 -2.3879234717 -1.364704476 -0.0930189850 0.872550862 -1.265086e-01
## 2033 -2.2146543181 -1.532277912 -0.0574474210 0.631786979 -2.461591e-01
## 2034 -2.1489929043 -1.558968750 -0.0168620219 0.672887260 -2.418366e-01
## 2035 -2.1356616761 -1.573367974 -0.0251472020 0.732299520 -2.196302e-01
## 2036 -2.0086855148 -1.573147446 -0.0986075860 0.564333163 -3.538970e-01
## 2037 -1.9838673094 -1.575553935 -0.0958826803 0.554904292 -3.281074e-01
## 2038 -1.9749815955 -1.567972632 -0.1287486815 0.541732358 -3.499083e-01
## 2039 -1.9575827769 -1.594600720 -0.1187727395 0.605626815 -3.276236e-01
## 2040 -1.9736220166 -1.581081877 -0.1327316863 0.632142143 -2.997891e-01
## 2041 -1.9709150148 -1.583331619 -0.1223436942 0.648684760 -3.047726e-01
## 2042 -1.9651189460 -1.587938552 -0.1161149950 0.657964594 -2.979081e-01
## 2043 -1.7266187044 -1.697927201 -0.1554872411 0.583429305 -3.669410e-01
## 2044 -1.6392744279 -1.727366918 -0.1902432590 0.536432583 -3.571231e-01
## 2045 -1.6299091905 -1.740525091 -0.1592342135 0.563519681 -3.433375e-01
## 2046 -1.6210553239 -1.718982449 -0.0804463064 0.596504005 -3.002576e-01
## 2047 -1.7525117628 -1.491250050 -0.3965212380 0.949299802 -6.082431e-01
## 2048 -1.7247609714 -1.468698825 -0.4335605791 0.923578654 -6.393549e-01
## 2049 -1.7098244561 -1.457765639 -0.4097808324 1.008093783 -5.912565e-01
## 2050 -1.7423617296 -1.393839081 -0.4609340550 1.053949772 -6.116201e-01
## 2051 -1.7623301923 -1.360441404 -0.6054744216 1.098349634 -6.830901e-01
## 2052 -1.7941470577 -1.194058652 -0.6359500278 1.020290155 -6.733754e-01
## 2053 -1.8025079606 -1.181075544 -0.6558685016 1.032015147 -6.742412e-01
## 2054 -2.0015848778 -1.322535645 -0.5892772163 0.889894110 -5.425184e-01
## 2055 -1.9990118399 -1.321316745 -0.6262456524 0.891252865 -5.505661e-01
## 2056 -1.9824900240 -1.293089958 -0.5775665447 1.009542873 -5.598015e-01
## 2057 -1.9747338953 -1.287558727 -0.5730512589 1.031113412 -5.452411e-01
## 2058 -1.9889228738 -1.297928197 -0.4581541680 1.019805765 -5.981146e-01
## 2059 -1.9847646985 -1.256969024 -0.4576008787 1.028495576 -5.688042e-01
## 2060 -1.9921358283 -1.245005467 -0.4888237339 1.020520276 -5.879394e-01
## 2061 -1.8939130587 -1.059469614 -0.5598280640 1.350088031 -6.053905e-01
## 2062 -1.8144652345 -1.091574973 -0.5633433783 1.420088595 -5.612443e-01
## 2063 -1.7309223323 -1.095667345 -0.5464340627 1.445370517 -5.461923e-01
## 2064 -1.7281832201 -1.096073328 -0.5465930073 1.457993241 -5.404198e-01
## 2065 -1.7285109012 -1.095591315 -0.5520009344 1.476544535 -5.324303e-01
## 2066 -1.8871630654 -0.970438144 -0.7913660307 1.369864847 -5.599678e-01
## 2067 -1.8539759979 -1.001968264 -0.8012318835 1.342250507 -5.745669e-01
## 2068 -1.8544129792 -0.974491018 -0.8006399968 1.403515024 -5.756009e-01
## 2069 -1.8309122011 -1.023102376 -0.7800742643 1.385848757 -6.133718e-01
## 2070 -1.6365511169 -1.070408599 -0.7719523985 1.205812058 -7.279634e-01
## 2071 -1.6365770177 -1.071100194 -0.7717537988 1.206161511 -7.264176e-01
## 2072 -1.5972780133 -1.059468287 -0.7479307613 1.321175457 -7.639253e-01
## 2073 -1.4762657604 -1.047700343 -0.8118620433 1.264819267 -8.006841e-01
## 2074 -1.4623347391 -1.031445264 -0.8751200898 1.268763607 -7.906201e-01
## 2075 -1.5173940164 -0.896872058 -0.9580831245 1.146526355 -5.952441e-01
## 2076 -1.5103654995 -0.874512760 -0.9409476223 1.214642042 -5.778570e-01
## 2077 -1.4315740862 -0.960258955 -0.8606720197 1.275258986 -5.558294e-01
## 2078 -1.5055822320 -0.885072589 -0.9491455067 1.266397080 -5.508299e-01
## 2079 -1.7359890153 -0.663633575 -1.1267499464 0.961681780 -4.647233e-01
## 2080 -1.7374396390 -0.665319380 -1.1272189130 0.963362993 -4.652176e-01
## 2081 -1.8057111269 -0.581389473 -1.1166613403 0.869623802 -2.126131e-01
## 2082 -1.8055451747 -0.582444078 -1.1162671967 0.871198129 -2.111695e-01
## 2083 -1.8920261861 -0.486022754 -1.2310233127 0.876961065 -1.977967e-01
## 2084 -1.9205206922 -0.489814839 -1.2492316860 0.889151871 -2.730357e-01
## 2085 -1.8808086733 -0.488123595 -1.2214201926 0.954934871 -3.150711e-01
## 2086 -1.9652942567 -0.377920763 -1.3728029962 0.990214927 -2.794787e-01
## 2087 -2.1417966845 -0.273438274 -1.5308585679 0.961249066 -3.854321e-01
## 2088 -2.1756121646 -0.327856107 -1.4510867604 0.970643710 -4.331121e-01
## 2089 -2.2237758482 -0.288366728 -1.4468276457 0.901225998 -4.021273e-01
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## 2118 0.1576740909 -0.137283603 0.0565771566 -0.450918492 9.192525e-02
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## 2121 0.1745044328 -0.157234109 0.0418200794 -0.617260801 -3.579059e-04
## 2122 0.1732715630 -0.158591330 0.0413480569 -0.614704167 -2.500065e-03
## 2123 0.2027323349 -0.177067642 0.0117515970 -0.530137183 4.217816e-02
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## 2129 0.2758511180 -0.147073157 0.0990328916 -0.232924636 7.039582e-03
## 2130 0.3375138327 -0.246688202 0.1247492695 -0.284128794 -1.978029e-03
## 2131 0.3456090194 -0.235489739 0.1621625189 -0.339428663 2.955149e-02
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## 2143 0.5756321935 -0.335367871 0.4515065409 -0.171022403 3.024152e-01
## 2144 0.6053539353 -0.370195801 0.4600484656 -0.202985167 2.892510e-01
## 2145 0.5122375139 -0.318818038 0.3629598005 -0.290268147 3.472945e-01
## 2146 0.5164997180 -0.306451432 0.3625502892 -0.232728091 3.117998e-01
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## 2151 0.3452191361 -0.346143209 0.4594637970 -0.565840712 2.517775e-01
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## 2158 0.4496227244 -0.377639772 0.2978412451 -1.123271009 1.988690e-01
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## 2160 0.2736339967 -0.372203871 0.1243667031 -1.191417494 1.091730e-01
## 2161 0.2660292165 -0.376537968 0.1126117458 -1.188649873 8.872190e-02
## 2162 0.1350026938 -0.473331957 0.1057025680 -1.167861571 7.902435e-02
## 2163 0.1325659690 -0.386015146 0.0613449230 -1.015996610 1.969975e-01
## 2164 0.1546757440 -0.382981322 0.0710530086 -0.980049696 2.424443e-01
## 2165 0.1548468105 -0.383579876 0.0708789155 -0.972440457 2.430502e-01
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## 2167 0.0635967225 -0.383958669 0.0562526770 -0.995730160 3.037855e-01
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## 2172 0.1851454801 -0.512808971 0.0862197572 -1.088162096 2.130702e-01
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## 2179 0.0469135338 -0.381684322 0.0336050683 -1.267630086 4.953968e-01
## 2180 0.0735482673 -0.409921198 -0.0644472767 -1.317636347 4.187599e-01
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## 2182 0.0532616376 -0.400728464 -0.1779321405 -1.362108417 3.834341e-01
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## 2188 0.0169754296 -0.394337890 -0.1401983253 -1.432525803 4.655940e-01
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## 2228 0.0671095800 0.041338036 0.1079719390 0.251652367 -9.135328e-01
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## 2240 0.1564830119 -0.557224061 1.0004886303 -0.936885264 -1.637289e+00
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## 2249 0.1002949849 -0.154460619 0.8405000131 -0.754502939 -1.915270e+00
## 2250 0.1017991558 -0.170436527 0.8537423055 -0.713195848 -1.909667e+00
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## 2253 0.0364646526 -0.034926077 0.7512923100 -0.671170370 -1.904312e+00
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## 2267 0.2503033560 -0.651338273 1.2859852128 -0.921187102 -1.821339e+00
## 2268 0.2384751765 -0.651804723 1.3109396588 -0.953468687 -1.792433e+00
## 2269 0.1987462410 -0.604150183 1.3500466959 -1.060583250 -1.610534e+00
## 2270 0.2362260449 -0.652877976 1.4104366928 -1.053328771 -1.607152e+00
## 2271 0.2298364658 -0.653269534 1.4062965202 -1.053963545 -1.619553e+00
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## 2274 -0.0130043224 -0.515267450 1.1882025595 -1.276485488 -1.726943e+00
## 2275 0.0015880118 -0.603024534 1.3035379214 -1.386620968 -1.788976e+00
## 2276 0.0597814789 -0.659099277 1.2898011164 -1.462388361 -1.831548e+00
## 2277 0.0007040591 -0.679389408 1.4192361216 -1.491756621 -1.878652e+00
## 2278 0.0125513066 -0.683711483 1.4171201239 -1.448538512 -1.829209e+00
## 2279 0.1259738718 -0.818054174 1.5149175695 -1.482296907 -1.821456e+00
## 2280 0.0243001382 -0.686145386 1.3437622879 -1.496957032 -1.835962e+00
## 2281 -0.1786138345 -0.696637987 1.2814268280 -1.549171692 -1.827932e+00
## 2282 -0.2329711486 -0.690868958 1.1871118690 -1.560101431 -1.933893e+00
## 2283 -0.5146521687 -0.777349335 1.2183762998 -1.747708553 -1.790554e+00
## 2284 -0.5669155035 -0.719404192 1.1887986460 -1.817437556 -1.747702e+00
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## 2287 -0.7625419358 -0.523118059 1.0041500215 -1.972722584 -1.424898e+00
## 2288 -1.0414809966 -0.198424824 0.5162755033 -2.025519519 -1.622357e+00
## 2289 -1.0763609727 -0.196807693 0.4574103128 -1.993840844 -1.585221e+00
## 2290 -1.5603677317 0.336440799 -0.1942808874 -2.082408760 -1.609306e+00
## 2291 -2.6574415648 1.167731200 -1.4135502817 -2.496401100 -1.628581e+00
## 2292 -1.0286384891 0.693852303 0.4301513066 -2.140831688 -9.493057e-01
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## 2294 0.0882057643 0.248095503 -0.4699018424 0.305965956 3.848700e-01
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## 2498 -0.1368848982 0.689581433 0.7620689877 -0.305788196 -6.817585e-01
## 2499 -0.1100038046 0.667773720 0.6500663024 -0.382431165 -6.836209e-01
## 2500 -0.0482753267 0.694242753 0.6512072141 -0.133163585 -7.187780e-01
## 2501 -0.0744737588 0.697512250 0.6006019810 -0.131548529 -7.297407e-01
## 2502 -0.0668058530 0.640480169 0.7222903713 -0.113075708 -6.917168e-01
## 2503 0.0367556812 0.582629054 0.7217466753 -0.107227851 -6.786592e-01
## 2504 -0.0693319710 0.586314240 0.5966072261 -0.229931152 -7.177265e-01
## 2505 0.1093705308 0.512540485 0.4982820425 -0.432258100 -8.647120e-01
## 2506 0.1136709515 0.529634702 0.5160888860 -0.379311294 -8.736570e-01
## 2507 0.1319041715 0.506186084 0.4946457112 -0.399844948 -9.003076e-01
## 2508 0.1829632960 0.555785942 0.5392107278 -0.197666363 -8.776994e-01
## 2509 0.1653777333 0.572969101 0.5213234188 -0.161480304 -8.496695e-01
## 2510 -0.0066291742 0.967847993 0.7300540605 0.014336887 -9.130212e-01
## 2511 0.0335329277 0.991440950 0.7043703476 0.011689735 -9.173679e-01
## 2512 0.0616809964 0.903560066 0.6351202329 -0.046017378 -1.014936e+00
## 2513 0.0944687999 0.865748324 0.6282424527 0.027553680 -1.036877e+00
## 2514 0.2465473796 1.151187417 0.4819067409 0.634187847 -8.717592e-01
## 2515 0.3112422776 1.165749205 0.4780393033 0.687461727 -8.626728e-01
## 2516 0.3167625289 1.161706267 0.5159819178 0.700648361 -8.362068e-01
## 2517 0.3097646261 1.116180852 0.7073048841 0.718581238 -7.666611e-01
## 2518 0.2928840508 1.258650814 0.4621374458 0.890916564 -7.978740e-01
## 2519 0.2798605194 1.258398015 0.4662147532 0.924293025 -7.735228e-01
## 2520 0.3525602962 1.256992533 0.3677931215 1.021207835 -7.469701e-01
## 2521 0.3732787518 1.240476445 0.3961485289 1.067072382 -6.897876e-01
## 2522 0.3427253396 1.188636016 0.4935275712 1.006615718 -6.863850e-01
## 2523 0.3620692147 1.126786347 0.5114518063 0.961164646 -6.909231e-01
## 2524 0.3704080511 1.057643400 0.5157733860 0.905682014 -7.820432e-01
## 2525 0.4326187063 0.983727092 0.5434612374 0.843370998 -7.764293e-01
## 2526 0.4770229056 0.896320221 0.5973450167 0.761363918 -8.068421e-01
## 2527 0.6167029074 0.858769148 0.5535492942 0.635182387 -8.310593e-01
## 2528 0.4063127931 1.152417524 0.0053119902 0.615863952 -1.018566e+00
## 2529 0.8430948350 1.141961716 0.8688455424 0.233916314 1.505449e+00
## 2530 0.8253639021 1.158840110 0.9046309567 0.225496436 1.497205e+00
## 2531 0.8386927720 1.166981551 0.8121892826 0.276029962 1.519643e+00
## 2532 0.8442203376 1.163383072 0.8212788796 0.293125166 1.518790e+00
## 2533 0.8743543061 1.190154862 0.7927364675 0.287260946 1.512943e+00
## 2534 0.6361719772 1.602287477 1.0991180098 0.343552878 1.455704e+00
## 2535 0.7410091022 1.536838293 1.0488627169 0.241218157 1.381358e+00
## 2536 0.6476459483 1.622640840 1.0034800670 0.081191551 1.419329e+00
## 2537 0.5637604073 1.676876507 0.9102342102 -0.013920176 1.416962e+00
## 2538 0.5703257035 1.661087250 0.9316016423 -0.014515341 1.421900e+00
## 2539 0.5712958783 1.678102230 1.0048377717 -0.069461962 1.708117e+00
## 2540 0.5624567225 1.512505388 1.4386235628 -0.238403313 1.824041e+00
## 2541 0.5634897098 1.528358083 1.4150634983 0.029012779 1.751223e+00
## 2542 0.5023154304 1.581009454 1.3542799509 -0.040856580 1.758655e+00
## 2543 0.5045202763 1.565432425 1.3493894564 0.004539835 1.765741e+00
## 2544 0.4971887688 1.625736230 1.2546097252 0.001379986 1.751987e+00
## 2545 0.4927745489 1.624499799 1.2520142830 0.003451485 1.742877e+00
## 2546 0.4365716447 1.588176987 1.1579604131 0.083916912 1.638559e+00
## 2547 0.1970811905 1.802733141 0.9674000643 -0.223074005 1.702297e+00
## 2548 0.1807509802 1.854000610 0.8455388129 -0.237027671 1.621039e+00
## 2549 0.1748543836 1.938018505 0.7036888043 -0.217712509 1.621042e+00
## 2550 0.1745202865 1.937701360 0.7016300325 -0.210495509 1.624895e+00
## 2551 0.1476772152 2.056884803 0.5333650045 -0.183148729 1.643936e+00
## 2552 0.0896176445 2.111472660 0.5540805796 -0.248504978 1.713299e+00
## 2553 0.0882178325 2.185871535 0.4400514144 -0.255478726 1.694807e+00
## 2554 0.0591692758 2.534907071 -0.1102703090 -0.286915450 1.619600e+00
## 2555 0.0283975992 2.593886176 -0.1975748918 -0.279883759 1.596809e+00
## 2556 0.1060601314 2.434330417 -0.0935398612 -0.422941812 1.513754e+00
## 2557 0.0422691416 3.284876163 -1.4115958127 -0.583839287 1.342853e+00
## 2558 0.0137303026 3.332054329 -1.4455562819 -0.514713794 1.388862e+00
## 2559 -0.0520851759 3.482175227 -1.6575690377 -0.502532820 1.356763e+00
## 2560 -0.0719113415 0.964506849 -0.1393681104 -1.638356935 9.688783e-02
## 2561 -0.1609888727 -0.098093014 -0.3103840007 0.756578232 2.460665e-01
## 2562 -0.4847922422 0.178872910 0.1367720723 -0.429069023 -1.509358e-01
## 2563 -0.5010641246 0.196294797 0.1527965216 -0.487199719 -1.689608e-01
## 2564 -0.5383659237 0.292314193 0.2093761040 -0.781637975 -2.216825e-01
## 2565 -0.4273992124 0.206952039 0.1304995762 -0.442680318 -2.683606e-02
## 2566 -0.4261730801 0.207160119 0.1296801961 -0.435798167 -2.210900e-02
## 2567 -0.3034475852 0.324294081 0.0866405523 -0.616424046 -2.284401e-01
## 2568 -0.3123645617 0.316294433 0.1086954776 -0.625584296 -2.169824e-01
## 2569 -0.2571100395 0.421618587 0.1294684746 -0.982743823 -3.889042e-01
## 2570 -0.2455333065 0.426363073 0.1154697786 -0.976403337 -3.908388e-01
## 2571 -0.0249353135 0.295626042 0.1865624943 -0.892495378 -1.992014e-01
## 2572 -0.0150883405 0.290548462 0.2034394126 -0.890928143 -1.792314e-01
## 2573 0.0616546828 0.250546612 0.1794891106 -0.532626134 -1.154943e-01
## 2574 0.1795151659 0.256769301 0.0899822654 -0.115300584 1.411449e-02
## 2575 0.0954936871 0.201968441 0.0388777132 -0.062013791 3.066163e-02
## 2576 0.0773365889 0.227499499 0.0117389889 -0.044656367 2.558493e-02
## 2577 0.0942892377 0.197558217 -0.0182995275 0.013644286 6.323381e-02
## 2578 0.0981750631 0.144434800 -0.0076288131 -0.003116389 1.168303e-01
## 2579 0.2193202869 0.133643226 -0.0760812376 -0.123359055 1.811164e-02
## 2580 0.2920715761 0.147048201 -0.1203775314 -0.036056155 7.524285e-02
## 2581 0.2967049914 0.149883001 -0.1339156780 -0.027829835 6.888130e-02
## 2582 0.2798170399 0.131725552 -0.0807835000 0.012858645 1.208267e-01
## 2583 0.2705871066 0.152247606 -0.0505451992 -0.045729304 1.450216e-01
## 2584 0.3312520285 0.078345797 -0.0424782332 -0.118831902 1.210990e-01
## 2585 0.3425256496 0.076035943 -0.0428571025 -0.084865355 1.715970e-01
## 2586 0.3431615226 0.075483749 -0.0344345860 -0.064352543 1.829528e-01
## 2587 0.4004742695 0.016483481 0.0291119623 -0.188419742 1.847539e-01
## 2588 0.3663119315 0.041693343 -0.0581957848 -0.202373736 1.398011e-01
## 2589 0.3677606780 0.039116977 -0.0658334558 -0.214025490 1.244514e-01
## 2590 0.3582248682 0.030292780 -0.0630529380 -0.194272918 1.216829e-01
## 2591 0.3644119064 0.034645776 -0.0566577212 -0.183736719 1.312032e-01
## 2592 0.3653234264 0.034429148 -0.0563853174 -0.181321316 1.341007e-01
## 2593 0.3726656109 0.035884432 -0.0703306224 -0.154437029 1.500900e-01
## 2594 0.3788315600 0.030745750 -0.1151151545 -0.184223893 1.210642e-01
## 2595 0.3855187368 0.019580144 -0.1473459383 -0.171563825 8.624536e-02
## 2596 0.4048889415 0.018776024 -0.1709376862 -0.169927276 9.402236e-02
## 2597 0.4044016395 0.018256781 -0.1715314485 -0.166529566 9.333414e-02
## 2598 0.4378041284 -0.007431473 -0.1398912818 -0.106719899 1.935884e-01
## 2599 0.2945207223 -0.124065481 -0.1071595685 -0.287817542 2.725395e-01
## 2600 0.2981544747 -0.127804865 -0.1015235360 -0.282335434 2.775016e-01
## 2601 0.3307532147 -0.166954960 -0.0142263326 -0.326948890 3.753035e-01
## 2602 0.3401056644 -0.177847655 0.0010401742 -0.260277075 3.909282e-01
## 2603 0.4095803410 -0.279691101 0.0684945118 -0.069542831 2.947622e-01
## 2604 0.4790650718 -0.310853592 0.1213151905 -0.077308845 4.256786e-01
## 2605 0.5716607055 -0.376715603 0.2460752922 0.010953193 4.607193e-01
## 2606 0.6323856471 -0.649623710 0.3963145295 0.056359074 1.186348e-01
## 2607 0.6306933758 -0.654679992 0.3934239308 0.077545496 1.240704e-01
## 2608 0.6344961100 -0.598920768 0.4322205125 -0.023125040 2.729062e-01
## 2609 0.5933873476 -0.589854801 0.3789554776 -0.100917710 1.825320e-01
## 2610 0.4103981539 -0.941528698 0.8166404847 -0.381410100 3.266653e-01
## 2611 0.5025319502 -0.918246097 0.7081526309 -0.508673791 2.182803e-01
## 2612 0.5791792327 -1.051953667 1.0957386907 -0.368223046 3.548782e-01
## 2613 0.5937652055 -0.995590907 0.9336620555 -0.446574610 2.900459e-01
## 2614 0.3535593825 -1.350437195 1.6453852660 -1.976154909 -4.096609e-01
## 2615 0.2978774381 -1.381036686 1.5950037636 -1.728717151 -6.150241e-01
## 2616 0.2978515372 -1.381728280 1.5952023633 -1.728367698 -6.134783e-01
## 2617 0.2540810107 -1.379258750 1.6054533478 -1.818984148 -5.824847e-01
## 2618 0.2681943846 -1.389057535 1.6398058710 -1.804654014 -5.270001e-01
## 2619 0.2229688321 -1.398603951 1.6152204575 -1.809983124 -5.328310e-01
## 2620 0.1809621402 -1.441524888 1.4722248312 -1.872779122 -5.711768e-01
## 2621 0.1536645616 -1.422666794 1.4272040877 -1.864378333 -6.013048e-01
## 2622 0.1285724109 -1.368374959 1.3061241808 -1.876687139 -6.516367e-01
## 2623 0.1282078682 -1.368106484 1.3042430909 -1.870047555 -6.503933e-01
## 2624 0.2366456765 -1.383894810 1.2525369695 -1.878896085 -6.234747e-01
## 2625 0.2335042440 -1.372956058 1.2267524406 -1.885081312 -6.360891e-01
## 2626 0.0662381788 -0.996475864 1.6280746841 -1.856575097 -6.527815e-01
## 2627 0.0433951712 -0.996838136 1.6387853654 -1.873542665 -6.818252e-01
## 2628 0.0554762197 -1.005997835 1.6491024978 -1.859921691 -6.744431e-01
## 2629 -0.1091920164 -0.843827959 1.5825440947 -2.075260078 -5.677384e-01
## 2630 -0.1108085923 -0.844459159 1.5816809846 -2.075153192 -5.696763e-01
## 2631 -0.1226663533 -0.836724028 1.5688750336 -2.073771991 -5.759011e-01
## 2632 -0.3317532831 -0.803105233 1.4046458030 -2.211005117 -5.855838e-01
## 2633 -0.3377863087 -0.787861234 1.3815265971 -2.200774381 -5.837622e-01
## 2634 -0.2922090979 -0.819145089 1.3668827731 -2.218594942 -5.737628e-01
## 2635 -0.2708376375 -0.819999736 1.4144030016 -2.345828083 -3.971014e-01
## 2636 -0.3412239810 -0.717079930 1.3381863911 -2.397753663 -3.596751e-01
## 2637 -0.3553962039 -0.703363084 1.3190179086 -2.393759316 -3.565557e-01
## 2638 -0.3544875524 -0.613850701 1.1420508620 -2.543048010 -6.174901e-01
## 2639 -0.2658755295 -0.614150416 1.0888001632 -2.666687149 -7.159090e-01
## 2640 -0.2561938000 -0.601082060 1.1373569792 -2.793021691 -6.238397e-01
## 2641 -0.2370677835 -0.610314470 1.1248653428 -2.733873974 -5.992804e-01
## 2642 -0.3987939996 -0.455531601 0.9413224763 -2.883037774 -5.908866e-01
## 2643 -0.3988199005 -0.456223196 0.9415210761 -2.882688321 -5.893408e-01
## 2644 -0.4035007305 -0.448511001 0.9503883154 -2.905330972 -5.947517e-01
## 2645 -0.3670690123 -0.466589577 1.0479577532 -3.035516352 -4.798698e-01
## 2646 -0.3585421689 -0.450255941 1.1185310873 -3.094595120 -2.306028e-01
## 2647 -0.3984578296 -0.403393165 1.0595163668 -3.083415438 -2.216703e-01
## 2648 -0.4038690247 -0.388040448 1.0374708156 -3.075599458 -2.203381e-01
## 2649 -0.4026424034 -0.387861597 1.0366974020 -3.068710328 -2.156052e-01
## 2650 -0.4803486830 -0.297992436 0.9236161530 -3.072408716 -2.171958e-01
## 2651 -0.7779526600 0.202911856 0.9594583559 -3.232622849 -2.744619e-01
## 2652 -0.7740132817 0.260965385 0.8927435836 -3.209090408 -2.618544e-01
## 2653 -0.7378139923 0.231193522 0.8954299060 -3.207640708 -2.299154e-01
## 2654 -0.6881195806 0.188755694 0.8963380893 -3.237299315 -2.486669e-01
## 2655 -0.9290303054 0.470210591 0.5430909835 -3.236514011 -2.223910e-01
## 2656 -1.2881161132 0.851727298 0.0710376585 -3.313980293 -2.463600e-01
## 2657 -1.7717895438 1.382222004 -0.6466815478 -3.369369912 -2.906952e-01
## 2658 -2.2590384996 1.912677501 -1.3069133574 -3.464231662 -3.239024e-01
## 2659 -2.7139592652 2.469512454 -2.0253754306 -3.520889735 -3.368819e-01
## 2660 -2.7682902653 2.589283098 -2.1956108555 -3.510855488 -3.661769e-01
## 2661 -2.7520446904 2.607894889 -2.3493161748 -3.536446240 -3.852969e-01
## 2662 -0.0623887690 0.955161495 -0.1063280268 -1.642513616 1.359929e-01
## 2663 -0.0426866662 0.523715189 -0.2450020999 -0.570081048 2.298409e-01
## 2664 0.0494216021 0.479286187 -0.2609788164 -0.533885818 2.721286e-01
## 2665 0.0947569904 0.211536242 -0.3561288444 0.063179774 3.266215e-01
## 2666 0.1021079181 0.241943493 -0.3474832506 -0.048986062 3.076975e-01
## 2667 0.1031751436 0.236396417 -0.3379594459 -0.040553572 3.002642e-01
## 2668 0.1553907407 -0.003035651 -0.3385702169 0.322568717 3.601807e-01
## 2669 0.1976048701 -0.057926648 -0.3239896429 0.360455524 3.415905e-01
## 2670 0.1976947449 -0.057857925 -0.3248642236 0.367035530 3.421397e-01
## 2671 0.1212389078 -0.089415958 -0.3639244075 0.439349479 2.937607e-01
## 2672 0.1219767363 -0.088914362 -0.3605819908 0.449815443 3.040861e-01
## 2673 0.1147811542 0.006753928 -0.4380805832 0.595202568 2.460063e-01
## 2674 0.1012729761 -0.008184338 -0.5511312805 0.531079553 1.771951e-01
## 2675 0.1348437497 -0.040440479 -0.5606060457 0.505914962 1.623918e-01
## 2676 0.1922038233 -0.060742465 -0.5512920491 0.483997423 2.047979e-01
## 2677 0.2433778360 -0.068076588 -0.5176399819 0.548316658 3.366339e-01
## 2678 0.2662228419 -0.073605756 -0.5005775540 0.573728298 3.567715e-01
## 2679 0.2112692228 -0.097150318 -0.3428151498 0.555474190 3.276077e-01
## 2680 0.0499396969 -0.118620298 -0.6025938608 0.509275300 3.108070e-01
## 2681 0.0748177125 -0.090002575 -0.6359342343 0.533103330 2.950656e-01
## 2682 0.0378290101 -0.136916047 -0.6627517800 0.549613018 2.964671e-01
## 2683 -0.0904374342 -0.177441200 -0.6663070909 0.815810853 9.500371e-02
## 2684 0.0073180156 -0.304837391 -0.3696880388 0.903314294 1.360973e-01
## 2685 0.0124022119 -0.307475659 -0.3901206979 0.874776683 1.033134e-01
## 2686 0.0323142224 -0.328850772 -0.3867731884 1.013931153 1.901006e-01
## 2687 0.0461584075 -0.326325105 -0.3751539995 1.047522819 2.185182e-01
## 2688 0.0557893738 -0.345751129 -0.3858536280 1.141334983 2.747357e-01
## 2689 0.0625544162 -0.342633312 -0.3786419472 1.155580699 2.839789e-01
## 2690 0.0921910319 -0.348533214 -0.3810772282 1.214615078 3.165904e-01
## 2691 0.0814771541 -0.360095354 -0.3066852909 1.201464633 3.600837e-01
## 2692 0.0953621189 -0.381452476 -0.2750095412 1.260639300 4.344397e-01
## 2693 0.0446814587 -0.454053383 -0.2394685678 1.282326566 4.252059e-01
## 2694 -0.0710410951 -0.533364346 -0.1837386630 1.257583231 4.562900e-01
## 2695 -0.1208760946 -0.571747101 -0.1903445396 1.234102010 4.208936e-01
## 2696 -0.0977080672 -0.574337116 -0.1841129518 1.233253893 4.361312e-01
## 2697 -0.1209099187 -0.612556113 -0.1508677809 1.320454586 4.092493e-01
## 2698 -0.1286982053 -0.607089559 -0.1514230614 1.307890579 4.052291e-01
## 2699 -0.0836928397 -0.667108134 -0.2650399629 1.091827327 1.730503e-01
## 2700 -0.0773189007 -0.691141493 -0.3394495148 1.141800191 1.781378e-01
## 2701 -0.0740692444 -0.700219928 -0.3707510345 1.128932900 1.227381e-01
## 2702 -0.0891876384 -0.706064141 -0.3654180233 1.154721496 1.196326e-01
## PC16 PC17 PC18 PC19 PC20
## 1 0.4766868388 -7.618673e-01 0.0055906518 -0.4292627158 2.481120e-01
## 2 1.3049594197 -6.462796e-01 -0.5957205046 0.0790972374 1.142721e-01
## 3 1.3188495520 -5.868631e-01 -0.6427361062 0.0178259361 1.466085e-01
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## 1033 -0.4328840385 7.615871e-02 -1.5596075638 0.9519521262 5.308233e-02
## 1034 -0.4329984462 8.079482e-02 -1.5594127988 0.9522489367 4.370768e-02
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## 1037 -0.2694915114 1.503279e-01 -1.4948467086 0.8152271183 -2.788765e-01
## 1038 3.1946257117 -1.117436e+00 -2.9191806414 -0.7002147464 -3.618316e-02
## 1039 3.2200843236 -1.086487e+00 -2.9330169535 -0.7168917996 -3.092447e-02
## 1040 0.7545445522 1.998999e-01 -0.8198135279 0.6356322357 3.437554e-01
## 1041 0.6949353859 3.550423e-01 -0.7443591287 0.7320036720 3.376290e-01
## 1042 0.2729517337 3.578087e-01 -0.4795280643 0.7009542241 1.304346e-01
## 1043 0.2411762161 3.511746e-01 -0.4846852008 0.7219813950 1.160444e-01
## 1044 0.1246503892 4.735261e-01 -0.4641755405 0.8370746938 1.284918e-01
## 1045 0.0566090583 5.842473e-01 -0.4008158896 0.9317311075 -1.624693e-02
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## 1050 -0.3251231504 2.373677e-01 0.0379151749 0.6943739038 -3.701451e-01
## 1051 -0.3167568973 2.193614e-01 0.0439772366 0.6908300950 -3.833963e-01
## 1052 -0.4374617345 3.905645e-01 0.1562109671 0.8667613040 -4.914586e-01
## 1053 -0.4483742133 3.965823e-01 0.1472614664 0.8557018086 -5.199592e-01
## 1054 -0.5130905908 4.841883e-01 0.1827395412 0.8995015809 -5.709444e-01
## 1055 -0.5234796025 4.653552e-01 0.3276371764 1.0173575383 -4.742147e-01
## 1056 -0.4519380587 4.748148e-01 0.3559674961 1.1615352022 -4.274022e-01
## 1057 -0.5073265755 4.881104e-01 0.4547437918 1.1204116303 -4.787914e-01
## 1058 -0.4283973053 3.098028e-01 0.5732439976 1.3479355096 -3.216547e-01
## 1059 -0.4133354440 3.032600e-01 0.5525119439 1.3498081494 -3.333584e-01
## 1060 -0.4286031821 2.923401e-01 0.5837294427 1.3107604006 -3.592783e-01
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## 1062 -0.5601651932 2.157577e-01 0.6827382610 1.3857644764 -5.038677e-01
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## 1073 -0.0912744499 1.575543e-01 1.1058360677 1.4071303612 -7.221450e-01
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## 1114 0.1238493618 -1.569001e+00 1.5704802974 1.6731179108 -2.289432e+00
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## 1124 -0.1581561263 -2.473284e+00 1.6454823809 2.1304893703 -2.295173e+00
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## 1128 0.0718919399 1.037115e-02 0.2009908305 0.1663787330 -1.446272e-01
## 1129 0.0627324909 1.021531e-01 0.1437017616 0.1279350874 -1.173043e-01
## 1130 0.2046188057 1.789284e-01 0.0874323641 0.1577775264 -4.167170e-02
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## 1133 0.2358250677 1.885627e-01 0.0725195882 0.1464948918 -6.959365e-02
## 1134 0.2549805022 1.822545e-01 0.0762163384 0.1353093489 -8.084879e-02
## 1135 0.1271346076 -2.988125e-01 0.1661971615 -0.1423309422 3.157003e-02
## 1136 0.1693017342 -3.581947e-01 0.1728990958 -0.2028721309 -1.101416e-02
## 1137 0.3761884586 -7.005721e-01 0.4438343306 -0.1530586067 2.805514e-01
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## 1139 0.3695607672 -6.856609e-01 0.4311160642 -0.1373538774 2.789681e-01
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## 1148 0.5721770811 -8.822438e-01 1.1098519720 0.1398572246 6.390956e-01
## 1149 0.4895362846 -9.880586e-01 1.2412180921 0.0464224689 7.893198e-01
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## 1158 0.0121549892 -1.500530e+00 1.0347853801 0.0664925425 8.343620e-01
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## 1178 0.0827556078 1.604361e-01 0.7865073227 -0.3614040505 3.832234e-01
## 1179 0.0467839468 2.041526e-01 0.7465307901 -0.3517632442 3.506939e-01
## 1180 0.1085069373 1.904547e-01 0.7601119790 -0.1564071818 3.701394e-01
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## 1182 0.1614241265 2.981270e-01 0.7385202817 -0.1674067852 1.675989e-01
## 1183 0.1878435268 5.524347e-01 0.8756812488 -0.1089747893 1.250163e-01
## 1184 0.1392868452 4.964182e-01 0.8118959077 -0.0639227335 1.443519e-01
## 1185 0.1104811783 4.788635e-01 0.7935138971 0.0240627668 2.337590e-01
## 1186 0.1868463575 4.705325e-01 0.8776680833 -0.0348621910 1.218005e-01
## 1187 0.1373795206 5.318205e-01 0.9708198825 -0.0070041546 1.196428e-01
## 1188 0.1343886978 5.342986e-01 0.9696723964 -0.0101696241 1.139773e-01
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## 1190 0.1496313580 2.784769e-01 0.9363872316 -0.0881990119 5.529663e-02
## 1191 0.4918700475 5.010686e-01 0.9623255971 -0.1655289755 -3.467042e-01
## 1192 0.6539958482 3.950955e-01 1.0347427754 -0.0404308190 -2.037545e-01
## 1193 0.8043433929 4.866601e-01 0.9546732732 0.1491853322 -7.654687e-02
## 1194 0.8926859598 5.248924e-01 0.9225362662 0.0452160992 -1.534615e-01
## 1195 1.1319265251 5.347427e-01 1.3118691801 0.4263309726 -1.082917e-01
## 1196 1.3030925067 5.283545e-01 1.5083581741 0.5741641102 8.071697e-02
## 1197 1.1423007621 5.824854e-01 1.2052597177 0.4400618393 -6.652095e-02
## 1198 1.1045187689 6.568118e-01 1.1992524705 0.4417481880 -6.579019e-02
## 1199 1.2026247886 6.448731e-01 1.2372781320 0.3702492215 -3.902488e-02
## 1200 1.3473169254 6.809264e-01 1.2337196093 0.2323295060 3.998612e-01
## 1201 1.4401753435 7.563508e-01 1.2182235594 0.2624971361 3.836221e-01
## 1202 1.5043178436 8.372251e-01 1.1025884843 0.3671268891 2.842477e-01
## 1203 1.4911376655 8.625713e-01 1.1326643913 0.3474334026 2.507176e-01
## 1204 1.4882033922 6.806035e-01 1.1712666095 0.3155110004 2.228260e-01
## 1205 1.5580810858 5.902177e-01 1.3078918812 0.3688716514 2.331443e-01
## 1206 1.5522329533 7.425580e-01 1.1647049813 0.4833571495 1.506299e-01
## 1207 2.3073345096 -1.669570e+00 -1.6366584005 -1.4415407399 -7.713453e-01
## 1208 2.2790402774 -1.695166e+00 -1.6612817185 -1.4348442151 -7.422713e-01
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## 1371 0.3419343253 1.384358e+00 -0.1255759425 0.7074210581 -9.007140e-01
## 1372 0.3463916529 1.398953e+00 -0.1483218480 0.6847661904 -9.363764e-01
## 1373 0.3513597451 1.506514e+00 -0.2798830686 0.7177460975 -1.013728e+00
## 1374 0.2846097931 1.512307e+00 -0.2938891353 0.7440635144 -9.968990e-01
## 1375 0.2751475425 1.524616e+00 -0.2615567770 0.7156850702 -1.010850e+00
## 1376 0.2789870963 1.513180e+00 -0.2575386074 0.7211840147 -1.044054e+00
## 1377 0.2785769215 1.512525e+00 -0.2550044455 0.7240938200 -1.044221e+00
## 1378 0.3164895925 1.517206e+00 -0.2167564070 0.7128370240 -1.148755e+00
## 1379 0.3748955631 1.533717e+00 -0.1997585894 0.6669652585 -1.185801e+00
## 1380 0.6025772801 1.722120e+00 -0.0485805999 0.5580543208 -1.413460e+00
## 1381 0.6231362869 1.723712e+00 -0.0653784902 0.5683665581 -1.392263e+00
## 1382 0.6422462966 1.780425e+00 -0.0272394826 0.6123435931 -1.417086e+00
## 1383 0.7428514219 1.747811e+00 0.0444897921 0.6137666041 -1.240280e+00
## 1384 0.6956503872 1.719575e+00 -0.0017387795 0.6801957887 -1.152619e+00
## 1385 0.6945637720 1.716249e+00 0.0042036800 0.6848731901 -1.153451e+00
## 1386 0.7265275850 1.916034e+00 0.0830670461 1.0119342748 -1.248002e+00
## 1387 1.0473464740 1.106897e+00 -1.5074685964 1.2742997144 9.544661e-01
## 1388 1.0476755810 1.137200e+00 -1.5281316445 1.2669103762 9.703894e-01
## 1389 1.0606037517 1.180955e+00 -1.5433231020 1.2497976667 1.023397e+00
## 1390 1.1107327682 1.230779e+00 -1.5638356779 1.2001345258 1.032152e+00
## 1391 1.1957031681 1.066594e+00 -1.5210719288 1.4134505634 1.103317e+00
## 1392 0.7324535852 -5.475675e-01 -0.5033588984 0.2703424890 2.681689e-01
## 1393 0.6744185246 -5.129320e-01 -0.4685968017 0.2548378391 2.225733e-01
## 1394 0.7027613917 -4.639707e-01 -0.5121506574 0.2044982870 2.810486e-01
## 1395 0.6999469443 -4.609375e-01 -0.5152941442 0.2043401079 2.793142e-01
## 1396 0.6980712537 -4.592230e-01 -0.5162969048 0.2053946843 2.781610e-01
## 1397 0.6962358348 -4.575978e-01 -0.5172148397 0.2065762518 2.770144e-01
## 1398 0.6943601443 -4.558833e-01 -0.5182176003 0.2076308283 2.758612e-01
## 1399 0.6924844538 -4.541687e-01 -0.5192203608 0.2086854047 2.747080e-01
## 1400 0.6906651435 -4.525793e-01 -0.5201043655 0.2099177687 2.735640e-01
## 1401 0.7066586116 -4.015224e-01 -0.5953752206 0.2561373660 2.113473e-01
## 1402 0.7029805633 -3.977455e-01 -0.5983763023 0.2565094040 2.073319e-01
## 1403 0.4004579987 -1.852838e-01 -0.3657882327 0.3927385569 2.689109e-01
## 1404 0.3037960801 -1.612043e-01 -0.2705378234 0.2875116543 6.599498e-01
## 1405 0.1865358470 -9.324454e-02 -0.2553812077 0.1876179878 5.721362e-01
## 1406 0.2071727852 -8.283622e-02 -0.1972420012 0.1709555761 5.677850e-01
## 1407 0.1377443001 -7.150940e-02 0.0437561867 -0.0357212565 6.093496e-01
## 1408 0.3145466771 1.491131e-01 0.0153808902 -0.2499436029 7.552800e-01
## 1409 0.4852070304 -2.232487e-02 0.3173522897 -0.2872287691 1.375266e+00
## 1410 0.4804872769 -7.575811e-03 0.3038702829 -0.2728753379 1.373389e+00
## 1411 0.3472604299 5.022809e-01 0.4459481430 -0.6521095946 1.575228e+00
## 1412 0.3373737599 5.130855e-01 0.5263663542 -0.6710953345 1.558909e+00
## 1413 0.3319718627 5.363912e-01 0.5564315061 -0.7018770943 1.581498e+00
## 1414 0.3264498895 5.432763e-01 0.5497926856 -0.6972691899 1.578092e+00
## 1415 0.4135119787 4.330536e-01 0.7544630029 -0.3519299682 1.773988e+00
## 1416 0.7022582487 2.121233e-01 1.1555144617 -0.0377429257 2.136312e+00
## 1417 1.3239545861 5.061498e-01 1.0145002888 -0.3083276229 2.427321e+00
## 1418 1.3478219241 4.842330e-01 1.0351463520 -0.1543263698 2.516097e+00
## 1419 1.3450068969 4.858843e-01 1.0340841100 -0.1545941817 2.513614e+00
## 1420 1.3373128627 5.579265e-01 1.1452109164 -0.3485320069 2.533003e+00
## 1421 1.3302292497 4.533646e-01 1.1369784600 -0.3730928442 2.527620e+00
## 1422 1.2646605576 5.397682e-01 1.1872056334 -0.4874268769 2.663789e+00
## 1423 1.2625672069 5.494623e-01 1.1791305540 -0.4782031441 2.662821e+00
## 1424 1.2467406438 4.448853e-01 1.2447221535 -0.7396865270 2.516366e+00
## 1425 1.3028027062 2.441118e-01 1.2603654313 -0.7253263170 2.614377e+00
## 1426 1.3373588875 9.866054e-02 1.2807515810 -0.7938452645 2.593089e+00
## 1427 1.3146065915 1.273258e-02 1.3902971585 -0.9069761302 2.627596e+00
## 1428 1.2208929008 3.580010e-03 1.3487957704 -0.8667791587 2.744543e+00
## 1429 1.1898080392 6.626566e-02 1.4030677840 -0.9538903377 2.805450e+00
## 1430 1.1879323487 6.798019e-02 1.4020650235 -0.9528357613 2.804297e+00
## 1431 1.2621238453 -9.705215e-02 1.3943825908 -1.1285385862 3.197399e+00
## 1432 1.1501420829 -8.085116e-02 1.4211599648 -1.1179835560 3.243821e+00
## 1433 0.8672298919 -3.293823e-01 1.2119237769 -1.1392790428 3.151838e+00
## 1434 1.1827115843 -5.222155e-01 1.4462214062 -0.9985613016 3.306605e+00
## 1435 1.1400342895 -5.623431e-01 1.4067863783 -1.0004387880 3.339620e+00
## 1436 1.0918021960 -5.146342e-01 1.4335341628 -0.9924359652 3.362107e+00
## 1437 1.0879067549 -5.106087e-01 1.4306427807 -0.9896448655 3.359833e+00
## 1438 1.3544322512 -2.627240e-02 1.5585154503 -0.9667575766 3.250095e+00
## 1439 1.4019513250 -2.477833e-01 1.5989587799 -1.0982082845 3.170772e+00
## 1440 1.4763991165 -8.389848e-02 1.6611791215 -0.8731322152 3.234836e+00
## 1441 1.4942799890 -4.289462e-03 1.7762468088 -0.7841470010 3.048039e+00
## 1442 1.5469299467 -2.809696e-02 1.7865494273 -0.6234441442 3.108333e+00
## 1443 1.5420604508 -2.574523e-02 1.7852829782 -0.6292543903 3.100008e+00
## 1444 1.5401847603 -2.403070e-02 1.7842802176 -0.6281998139 3.098854e+00
## 1445 1.6141338083 9.497293e-02 1.6457143265 -0.5577475195 2.919108e+00
## 1446 1.6948475806 1.272874e-01 1.7466182144 -0.6407600599 2.835567e+00
## 1447 1.6729915754 2.243141e-01 1.7088025238 -0.6849744183 2.741538e+00
## 1448 1.7705178178 2.238625e-01 1.7380480732 -0.7459146277 2.605553e+00
## 1449 1.7287160737 1.886878e-01 1.7297106622 -0.7257596086 2.567136e+00
## 1450 1.7192837069 2.533504e-01 1.7010926717 -0.5997836002 2.588260e+00
## 1451 1.5844400273 1.836360e-01 1.6880645135 -0.5637437302 2.764112e+00
## 1452 1.4749971073 1.746664e-01 1.6547526207 -0.5433546106 2.701684e+00
## 1453 1.4844675113 1.932117e-01 1.7034614518 -0.5147605634 2.717649e+00
## 1454 1.6023232579 1.028703e-01 1.5349066482 -0.1166704751 2.785357e+00
## 1455 1.5314062469 1.445575e-01 1.3620463380 -0.0397647230 2.757139e+00
## 1456 1.7017004356 2.878282e-01 1.4033365185 0.0618116880 2.716427e+00
## 1457 1.7151166776 2.568150e-01 1.4007519368 0.1584234273 2.746225e+00
## 1458 1.7631729037 3.227512e-01 1.4162728026 0.3113408525 2.865853e+00
## 1459 1.7605170003 3.397690e-01 1.4030860117 0.3288058495 2.865090e+00
## 1460 1.6612360418 3.770343e-01 1.2982690548 0.3636391868 2.868959e+00
## 1461 1.8103193053 3.368132e-01 1.3144724420 0.5110879446 2.817074e+00
## 1462 1.8340388382 3.090999e-01 1.3433529015 0.4679446126 2.821548e+00
## 1463 1.8682662493 4.149983e-01 1.1914508827 0.5617731146 2.694853e+00
## 1464 1.9627495903 4.003635e-01 1.2146648059 0.5149729411 2.484243e+00
## 1465 1.9291806690 4.176159e-01 1.1994156482 0.4612806086 2.438831e+00
## 1466 2.0486026641 4.269114e-01 1.2713913950 0.3806256614 2.302377e+00
## 1467 2.0580973840 4.310570e-01 1.3582245134 0.3343038699 2.218763e+00
## 1468 2.0572414875 4.393628e-01 1.3569982318 0.3371506732 2.212743e+00
## 1469 1.8296513343 3.446379e-01 1.2538592995 0.4786116390 2.438150e+00
## 1470 1.7376404844 3.451932e-01 1.1917618474 0.6310546019 2.617840e+00
## 1471 1.7289655075 3.418737e-01 1.1956231269 0.6353421103 2.610134e+00
## 1472 1.7665720828 4.005874e-01 1.2147549499 0.7412522020 2.713134e+00
## 1473 1.8076038394 4.701966e-01 1.2395371624 0.8093276649 2.678225e+00
## 1474 1.7552996534 5.308633e-01 1.2254292029 0.8089997570 2.653409e+00
## 1475 1.7292142589 4.594810e-01 1.1952083141 0.9183319866 2.691941e+00
## 1476 1.7424258327 4.343843e-01 1.2002504589 1.0123166926 2.720632e+00
## 1477 1.7033506669 2.181658e-01 1.1452892934 0.8759461115 2.500826e+00
## 1478 1.7716835708 2.066579e-01 1.1694188692 0.8219318752 2.493948e+00
## 1479 1.8244428726 1.879639e-01 1.1909862929 0.7867032598 2.463036e+00
## 1480 1.8369429667 1.698727e-01 1.1883539849 0.7744852885 2.459403e+00
## 1481 1.8361231824 5.344788e-01 1.2237131611 0.7461578772 2.593316e+00
## 1482 2.0696527076 4.524594e-01 1.2402006259 0.8641274024 2.774505e+00
## 1483 2.2075789238 5.459102e-01 1.1765044822 0.8206539236 3.140185e+00
## 1484 2.1998164816 5.538498e-01 1.2139449814 0.8106425361 3.130365e+00
## 1485 2.5758668458 -1.383504e+00 -2.1226335679 -1.1037799384 -4.458596e-01
## 1486 2.5663035271 -1.373316e+00 -2.1446474603 -1.0880932918 -4.597638e-01
## 1487 1.6815218609 -1.721990e+00 -1.1297023587 -1.5159454386 -4.839567e-01
## 1488 -0.1190320657 1.925741e-01 0.2800653141 0.0952453294 2.577742e-01
## 1489 0.3847920636 -2.662847e-02 0.0134379400 0.3570988381 2.897697e-01
## 1490 0.3829163730 -2.491393e-02 0.0124351795 0.3581534145 2.886165e-01
## 1491 0.4956319600 -2.044757e-01 0.1346797403 0.5747452497 4.455649e-01
## 1492 0.4937562695 -2.027612e-01 0.1336769798 0.5757998261 4.444117e-01
## 1493 0.6270409779 7.253421e-02 0.1486763288 0.8053383787 6.420611e-01
## 1494 0.6551513592 2.812872e-01 0.1892450445 0.7801995066 7.709646e-01
## 1495 0.6794988316 2.158198e-01 0.2204422952 0.7461029642 7.493017e-01
## 1496 0.7641619242 -1.369171e-01 0.3351817787 0.6394706942 4.882834e-01
## 1497 0.8048647039 -2.791958e-01 0.3404268380 0.7935093807 5.734192e-01
## 1498 0.8052777172 -3.197589e-01 0.3108032752 0.7583770335 5.172313e-01
## 1499 0.8509064665 -3.626209e-01 0.5633627751 1.0849644946 5.660260e-01
## 1500 1.1066543724 -5.042312e-01 0.7795029092 1.2774012013 7.910578e-01
## 1501 1.1172035604 -5.018716e-01 0.7735665138 1.2657377863 7.722247e-01
## 1502 1.1592183824 -3.939887e-01 0.8424818809 1.2829356853 7.216193e-01
## 1503 1.1103390316 -4.655586e-01 0.8560170872 1.2455745388 6.703027e-01
## 1504 1.1239106479 -6.952215e-01 0.9259235111 1.1460737183 6.050282e-01
## 1505 1.1326692978 -7.175895e-01 1.0249261587 1.0272492392 5.938112e-01
## 1506 1.2114207849 -6.421405e-01 0.9789184429 0.9193777513 6.181427e-01
## 1507 1.2076166811 -6.390446e-01 0.9768144183 0.9173198414 6.126373e-01
## 1508 1.2221251022 -6.679590e-01 1.0588866997 0.9549374101 6.271802e-01
## 1509 1.2808168316 -5.826777e-01 1.0002693092 0.8567486821 5.958174e-01
## 1510 1.3940451522 -5.644513e-01 0.7574344158 0.7365234186 6.003488e-01
## 1511 1.4566268137 -5.059974e-01 0.7746760409 0.6653972772 5.727224e-01
## 1512 1.2738900223 -4.405287e-01 0.7863054647 0.6586534778 5.567178e-01
## 1513 -0.3731436351 -4.329210e-01 2.4477200230 1.1381960661 1.767085e-01
## 1514 -0.3645734033 -4.101552e-01 2.4412546928 1.1420673118 2.064194e-01
## 1515 -0.3045526069 -5.788464e-01 2.4364679649 1.3890812098 2.538672e-01
## 1516 -0.3121212649 -5.728070e-01 2.4287694347 1.3978887035 2.538343e-01
## 1517 -0.3022728293 -5.900495e-01 2.4560620540 1.4137851116 2.605673e-01
## 1518 0.0211520239 -6.582357e-01 2.6746740312 1.6053571222 4.226844e-01
## 1519 -0.0270148104 -5.504762e-01 2.6577663047 1.6536883480 3.472005e-01
## 1520 -0.0307347232 -5.395464e-01 2.6477781482 1.6651272001 3.465527e-01
## 1521 -0.0511834794 -6.295197e-01 2.6700861621 1.6208906008 3.435741e-01
## 1522 0.0238897103 -7.764568e-01 2.6750788301 1.3620755140 2.205061e-01
## 1523 -0.0015348185 -7.578916e-01 2.6510757436 1.3742477720 2.089267e-01
## 1524 -0.0342416963 -6.618657e-01 2.6360111559 1.3558711862 2.090254e-01
## 1525 -0.0845847146 -9.106451e-01 2.5235181163 1.4209429460 5.564492e-02
## 1526 -0.0641692788 -9.341905e-01 2.5275071220 1.4999708929 6.701300e-02
## 1527 0.0057847369 -1.066133e+00 2.5589580717 1.6546993166 5.277839e-02
## 1528 0.1935938561 -1.003126e+00 2.8082501161 1.6850282684 -4.148720e-01
## 1529 0.1437950854 -9.697390e-01 2.8153493153 1.7194305725 -4.153083e-01
## 1530 0.1409972837 -9.634169e-01 2.8098538568 1.7256772868 -4.162088e-01
## 1531 -0.1589708537 -8.395022e-01 2.3136063033 1.2655729574 -7.383322e-01
## 1532 -0.3224439195 -1.143398e+00 2.1034663386 1.0147431465 -8.021238e-01
## 1533 -0.3132870645 -1.131584e+00 2.0055508327 1.0487698314 -7.573592e-01
## 1534 -0.2237200164 -1.288324e+00 2.2214231567 1.1981006891 -7.044466e-01
## 1535 -0.2011730071 -1.170958e+00 2.1854038909 1.0786251848 -8.255323e-01
## 1536 -0.1803053044 -1.171044e+00 2.2262230462 1.0309307399 -8.129916e-01
## 1537 -0.2322793218 -1.331240e+00 2.2249774398 1.0872413478 -8.726591e-01
## 1538 -0.3555763502 -1.452661e+00 2.1765392655 1.1574569567 -7.953040e-01
## 1539 -0.3911352750 -1.489901e+00 2.1390086188 1.1610256231 -7.423771e-01
## 1540 -0.3810777152 -1.518255e+00 2.1835984086 1.3841810010 -6.569855e-01
## 1541 -0.3574068317 -1.427295e+00 2.1796898973 1.2802387849 -6.243893e-01
## 1542 -0.3253025116 -1.451804e+00 2.2026352441 1.2887380000 -6.244688e-01
## 1543 -0.3616403514 -1.413891e+00 2.0630300834 1.4519846524 -6.674256e-01
## 1544 -0.3690552854 -1.426004e+00 2.0864731429 1.4304608587 -6.958196e-01
## 1545 -0.3822895670 -1.539241e+00 2.0437919757 1.4158856441 -7.078535e-01
## 1546 -0.3693957355 -1.497261e+00 2.1981748014 1.4156136429 -6.935521e-01
## 1547 -0.3314843506 -1.649641e+00 2.2136779306 1.4963276967 -7.380644e-01
## 1548 -0.4482632731 -2.035341e+00 2.2497941350 1.7508572220 -8.308928e-01
## 1549 -0.4677480341 -2.038664e+00 2.2393303597 1.7482621352 -8.380608e-01
## 1550 -0.5519684704 -2.053911e+00 2.2517084437 1.7938616790 -8.638365e-01
## 1551 -0.5557228341 -2.052323e+00 2.2505867202 1.7922714789 -8.676497e-01
## 1552 1.0539430331 1.126506e+00 -1.5124303069 1.2743379532 9.832018e-01
## 1553 0.1481856581 4.914543e-01 0.2601387874 0.3427528306 3.860913e-01
## 1554 0.0021484883 7.513784e-01 0.2463889803 0.5581238927 5.111288e-01
## 1555 0.2190232285 7.758453e-01 0.2200854996 0.4424267579 3.345796e-01
## 1556 0.0132775327 5.130774e-01 0.4962654485 0.2631333019 1.764213e-01
## 1557 0.0935561994 3.287845e-01 0.5070791836 0.0685397005 1.660738e-01
## 1558 0.0147847588 3.226784e-01 0.4838394056 0.0641075647 8.013542e-02
## 1559 0.0537796590 3.409711e-01 0.4954704618 0.0658623006 5.664475e-02
## 1560 0.1693988563 3.449809e-02 0.2831800108 -0.0616158006 6.531637e-02
## 1561 0.1666676631 -8.284967e-02 0.2877086508 -0.1034634037 5.742956e-02
## 1562 0.4469224186 -2.346509e-01 0.3564299936 0.0654487106 2.367292e-01
## 1563 0.4607448455 -2.441685e-01 0.3507253697 0.0688482832 2.304004e-01
## 1564 0.4372319004 -2.734316e-01 0.5949783369 0.1028897344 2.146330e-01
## 1565 0.1794910310 -3.608974e-01 0.4574182016 -0.1168542099 2.888439e-01
## 1566 -0.2381303453 -2.815881e-01 -0.7356798869 -0.6576611112 9.804471e-01
## 1567 -0.1342005120 -3.503586e-01 -0.6893518427 -0.6675370671 9.171704e-01
## 1568 -0.2348826799 -3.019402e-01 -0.6990655135 -0.7271547751 8.453908e-01
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## 1764 1.0230403823 9.593757e-01 1.3412719031 -0.8076980929 -1.524900e-01
## 1765 1.0969672771 8.760037e-01 1.3335415393 -0.6057551231 -1.141683e-01
## 1766 1.0894845483 9.797557e-01 1.3036386885 -0.6335821171 -1.396181e-01
## 1767 1.0571411634 1.024318e+00 1.3132258781 -0.6142384149 -1.145845e-01
## 1768 1.0561711199 1.276133e+00 1.4824970483 -0.5455649243 -3.007087e-01
## 1769 1.0574575898 1.279948e+00 1.4779766407 -0.5601711462 -3.202261e-01
## 1770 1.0029443585 1.250720e+00 1.4479464489 -0.5405433215 -2.763631e-01
## 1771 1.3291344797 1.153769e+00 1.5971889314 -0.3092212259 -1.525289e-01
## 1772 1.3928827197 1.225152e+00 1.6308863487 -0.4315194701 -2.246808e-01
## 1773 1.4143075393 1.212723e+00 1.6427441758 -0.4576207781 -2.426966e-01
## 1774 1.3935523798 6.817056e-01 1.6276306320 -0.6363911423 -2.468079e-01
## 1775 1.7231816982 9.062737e-01 1.8425351061 -0.6849984228 -4.340897e-01
## 1776 1.8732337744 9.962277e-01 1.9430116297 -0.8146965710 -1.051310e-01
## 1777 1.8818289081 9.985005e-01 1.9339647458 -0.8127413668 -9.893953e-02
## 1778 1.8493447100 9.927619e-01 1.9351608398 -0.8735593646 -1.169061e-01
## 1779 1.9285327887 8.698456e-01 1.8448816725 -0.7692127891 -1.115087e-01
## 1780 1.8104527369 7.890678e-01 1.8790631502 -0.7747970879 -1.707383e-01
## 1781 1.9120164887 8.355751e-01 1.8528282210 -0.8731230345 2.498616e-01
## 1782 2.0827139109 7.093674e-01 2.1068373367 -0.7585116560 4.973970e-01
## 1783 2.0254187834 8.158408e-01 2.2284025369 -0.6608090565 3.823683e-01
## 1784 1.9992172041 8.150132e-01 2.2252223578 -0.6591073078 3.619445e-01
## 1785 1.9576853165 7.308517e-01 2.2338003285 -0.7143146720 2.713694e-01
## 1786 1.9559980330 7.370716e-01 2.2293542723 -0.7086774266 2.702577e-01
## 1787 1.9775729686 8.462266e-01 2.1344363420 -0.6831335662 3.343560e-01
## 1788 2.1419387351 8.332844e-01 2.2335129324 -0.6542356366 3.192775e-01
## 1789 2.1631339125 8.462673e-01 2.2323675493 -0.7230899707 1.930644e-01
## 1790 2.2554183753 8.037068e-01 2.2923531818 -0.5566691279 2.462323e-01
## 1791 2.3633540640 8.621204e-01 2.3275378376 -0.6160577317 1.934110e-01
## 1792 2.3494699374 8.825587e-01 2.3787792795 -0.5566144834 2.215991e-01
## 1793 2.3013369021 8.072079e-01 2.3967219397 -0.6020654254 1.668476e-01
## 1794 2.3624992987 1.047193e+00 2.2794381317 -0.7825704541 6.096892e-01
## 1795 2.3591360102 1.050050e+00 2.2774443545 -0.7813342085 6.073096e-01
## 1796 2.3475038398 1.090149e+00 2.2429023264 -0.7631309552 5.986054e-01
## 1797 2.3465131317 1.094096e+00 2.2418814230 -0.7660512150 5.923665e-01
## 1798 2.3902780551 1.156428e+00 2.2256670119 -0.8059124357 9.721198e-01
## 1799 2.4355300485 1.256668e+00 2.0671682248 -0.7067266517 8.634857e-01
## 1800 2.3755917078 1.304854e+00 2.0856650649 -0.6737454879 8.477696e-01
## 1801 2.3988019306 1.318294e+00 2.0960859456 -0.6079780298 8.890549e-01
## 1802 2.5540542613 1.473527e+00 2.2323257054 -0.5817783505 8.311538e-01
## 1803 2.6324343481 1.548724e+00 2.2491113325 -0.6133619835 7.455875e-01
## 1804 2.5536409056 1.220082e+00 2.3224076611 -0.7873829881 5.997409e-01
## 1805 2.5751184723 1.248433e+00 2.3343714042 -0.6320486389 6.933742e-01
## 1806 2.4979711460 1.179097e+00 2.2770918599 -0.5745262232 8.071025e-01
## 1807 2.4466877524 1.254055e+00 2.1319942650 -0.5243793706 7.324554e-01
## 1808 2.4268522057 1.277428e+00 2.1353513187 -0.5167455002 7.178438e-01
## 1809 2.5197154501 1.474560e+00 1.9778422110 -0.6215834580 4.236386e-01
## 1810 2.5919820097 1.546363e+00 1.9291205179 -0.4311965931 4.585377e-01
## 1811 2.7553525362 1.349076e+00 1.9307508236 -0.6601403430 7.972582e-01
## 1812 2.7912866057 1.088291e+00 2.0017668082 -0.7994644836 7.716874e-01
## 1813 2.8403167897 1.049911e+00 1.9379255278 -0.8616572397 6.946199e-01
## 1814 2.8651496288 9.368116e-01 1.8701582395 -0.8534885575 5.983648e-01
## 1815 2.8283479522 9.406818e-01 1.8898355467 -0.8548945455 5.788807e-01
## 1816 2.8682492972 9.306982e-01 1.8855137624 -0.8805700927 5.458173e-01
## 1817 2.8018605706 7.367717e-01 1.8560556418 -0.6469714463 2.888324e-01
## 1818 2.7757532125 7.580567e-01 1.9287374317 -0.6712974017 3.028958e-01
## 1819 2.6953252528 8.241597e-01 1.9859626687 -0.5480364170 4.979515e-02
## 1820 2.7189612070 8.123279e-01 1.9977241488 -0.5651952207 3.760141e-02
## 1821 2.6423024285 5.925619e-01 2.0272302414 -0.7934623296 -8.746033e-02
## 1822 2.6139143544 6.259586e-01 2.0294729983 -0.7703133874 -1.003474e-01
## 1823 2.6113939293 6.525215e-01 2.0072992821 -0.7348019113 -1.006424e-01
## 1824 2.5930897118 7.073118e-01 1.9980516546 -0.7297591952 -1.029235e-01
## 1825 2.5532432227 7.542778e-01 1.9529997166 -0.8121736070 -5.669451e-02
## 1826 2.3946448006 5.242311e-01 1.7981940972 -0.7902183042 -2.066384e-01
## 1827 -0.4936324330 4.214898e-01 0.6067500300 0.3467816737 -8.236507e-02
## 1828 -0.3707377877 7.255245e-01 0.1819841716 0.6947908472 2.345236e-01
## 1829 -0.1653500754 1.688716e-02 0.1909888119 0.1296726293 -9.086069e-02
## 1830 -0.1414399568 -2.337579e-01 0.2133584012 0.0255484070 -1.125302e-01
## 1831 -0.2964860076 -1.121012e-01 0.1700481845 0.1595142366 -2.693529e-02
## 1832 -0.3356297678 2.780083e-02 0.1669877887 0.2754722427 6.475576e-02
## 1833 -0.2906141947 2.647929e-01 0.1976242161 0.1759799367 6.065655e-01
## 1834 0.0100051140 4.680060e-01 0.3489470297 -0.0617455856 8.072943e-01
## 1835 0.0483827409 4.773397e-01 0.3176557512 -0.0725141150 8.410694e-01
## 1836 -0.0502563710 5.518166e-01 0.3852252592 -0.0521487894 8.383697e-01
## 1837 -0.0592769840 6.306130e-01 0.3616032504 -0.0714150884 8.642873e-01
## 1838 -0.0630209065 6.355909e-01 0.3562153117 -0.0734856518 8.620824e-01
## 1839 -0.1160489714 7.658368e-01 0.3530773567 -0.0778131283 7.982119e-01
## 1840 -0.1721813173 7.073516e-01 0.3633212796 -0.0821015471 9.408290e-01
## 1841 -0.1973506011 7.419841e-01 0.3472613957 -0.0851920548 9.281650e-01
## 1842 -0.2011049648 7.435723e-01 0.3461396721 -0.0867822550 9.243518e-01
## 1843 -0.2209193576 8.888193e-01 0.2055172504 0.1400281517 1.181337e+00
## 1844 -0.1731778027 8.637527e-01 0.1610494813 0.1302095321 1.185926e+00
## 1845 -0.1945018274 5.606036e-01 0.1094047398 0.2165303983 1.179744e+00
## 1846 -0.3993688199 5.478748e-01 -0.0139075039 0.1153047675 1.254244e+00
## 1847 -0.5521464558 3.147630e-01 0.9386429539 -0.9624815932 1.789609e+00
## 1848 -0.5557190951 3.102903e-01 0.9880172280 -0.9935325297 1.782894e+00
## 1849 -0.5575947857 3.120048e-01 0.9870144675 -0.9924779532 1.781740e+00
## 1850 -0.4196441732 5.435364e-02 1.0603698096 -1.1096680498 2.269011e+00
## 1851 -0.1672123558 -1.921699e-01 1.2470749779 -0.9645867119 2.477805e+00
## 1852 -0.1725180457 -1.884347e-01 1.2429827556 -0.9617360180 2.475783e+00
## 1853 -0.1968665374 -1.909183e-01 1.2306171313 -0.9688841443 2.463258e+00
## 1854 -0.3048230384 -2.134691e-01 1.3491290013 -1.0206755110 2.402452e+00
## 1855 -0.3929111900 -9.813706e-03 1.2707434774 -1.1801125714 1.975177e+00
## 1856 -0.2856436136 1.649927e-02 1.0795649371 -1.3264460059 1.987771e+00
## 1857 0.0535235617 7.079392e-02 1.1278977334 -1.4702476095 1.788593e+00
## 1858 0.0665394546 -5.589178e-02 1.1197859665 -1.5317360605 1.796649e+00
## 1859 0.0640536246 -5.366769e-02 1.1185822499 -1.5312415185 1.792544e+00
## 1860 0.1476377226 -8.875678e-03 1.1510478708 -1.6183597402 1.709869e+00
## 1861 -1.6876378779 -7.361407e-02 2.5006912531 -1.1333934160 1.625830e+00
## 1862 -1.7176455412 3.142526e-03 2.4916376585 -1.2204160294 1.566450e+00
## 1863 -1.7194974528 4.898310e-03 2.4906423271 -1.2193216057 1.565293e+00
## 1864 -1.7569215818 3.522602e-02 2.5044758059 -1.2178070896 1.547328e+00
## 1865 -1.4606025217 2.251868e-01 2.6780122276 -1.3126696938 1.473048e+00
## 1866 -1.4918428201 8.200576e-02 2.6643969766 -1.5186267935 1.425351e+00
## 1867 -1.4076311084 2.294563e-01 2.6815514815 -1.5519388780 1.316320e+00
## 1868 -1.3381868342 1.550010e-01 2.5787200074 -1.6392111679 1.849997e+00
## 1869 -1.3266089777 1.498923e-01 2.5393401906 -1.6266532343 1.864330e+00
## 1870 -1.3187373044 3.730932e-02 2.6449862556 -1.7522520278 1.852586e+00
## 1871 -1.3646790676 -3.566350e-02 2.7501883075 -1.8120942077 1.852013e+00
## 1872 -1.3665309792 -3.390772e-02 2.7491929761 -1.8109997840 1.850856e+00
## 1873 -1.4182142526 2.422685e-02 2.7569602513 -1.8064800512 1.822985e+00
## 1874 -1.5285362430 -1.145145e-01 2.7141384188 -1.9253451359 1.751171e+00
## 1875 -1.5902200446 -3.709885e-02 2.6910467760 -1.9367705293 1.716422e+00
## 1876 -1.5770593148 -2.708190e-01 2.6974513006 -2.0383729259 1.679186e+00
## 1877 -1.5188406100 -5.100435e-01 2.6798737473 -2.1701562222 1.626909e+00
## 1878 -1.5199108682 -5.101163e-01 2.6805674981 -2.1665618241 1.625888e+00
## 1879 -1.5851597889 -6.869185e-01 2.5985177501 -2.3125735972 1.558458e+00
## 1880 -1.4405668477 -5.810173e-01 2.5621504835 -2.3305771577 2.154992e+00
## 1881 -1.4695851941 -5.771138e-01 2.5410646425 -2.3355036432 2.124992e+00
## 1882 -1.4952546188 -5.581245e-01 2.5978763152 -2.3504425710 2.113403e+00
## 1883 -1.5589206707 -5.111333e-01 2.5954802656 -2.3283861335 2.082065e+00
## 1884 -1.5996831524 -4.523836e-01 2.5985776350 -2.3490299994 2.031848e+00
## 1885 -1.6497877684 -5.262641e-01 2.6132981233 -2.3900006761 1.980194e+00
## 1886 -1.4089475008 -3.844485e-01 2.6274745166 -2.4587801005 1.829094e+00
## 1887 -1.2927138471 -3.166365e-01 2.6386644213 -2.5001338373 1.757395e+00
## 1888 -1.2703907254 -2.638883e-01 2.5608805038 -2.4650590400 1.681010e+00
## 1889 -1.2755626019 -2.396484e-01 2.5721939648 -2.4780376829 1.656950e+00
## 1890 -1.0702105639 -4.340890e-01 2.7426173740 -2.3103077064 1.870574e+00
## 1891 -1.2858511236 -3.337792e-01 2.6866098613 -2.1836823778 1.914357e+00
## 1892 -1.2411914371 -2.578440e-01 2.7469838088 -2.1840826733 2.024509e+00
## 1893 -1.2611886505 -1.637551e-01 2.6027460860 -2.2947526156 1.813123e+00
## 1894 -1.3021611553 -1.098740e-01 2.6313226530 -2.2943550753 1.811247e+00
## 1895 -1.2893901163 -9.128338e-02 2.6948201623 -2.3097804107 1.810397e+00
## 1896 -1.4608475582 -1.115186e-01 2.5383591971 -2.2325038814 1.949645e+00
## 1897 -1.4902417226 -7.352135e-02 2.5353484504 -2.2267393599 1.922512e+00
## 1898 -1.4794885954 -2.662685e-02 2.5020676864 -2.2121949185 1.872386e+00
## 1899 -1.4669023692 2.548653e-02 2.4248965480 -2.1661574583 1.807831e+00
## 1900 -1.4529305720 8.923955e-03 2.4392860721 -2.1873608466 1.784958e+00
## 1901 -1.4664798812 -8.582851e-02 2.6380145598 -2.2379254251 1.814248e+00
## 1902 -1.5018451271 -1.207298e-01 2.5030553935 -2.2333477804 1.733950e+00
## 1903 -1.5590925085 -1.415467e-01 2.4634569756 -2.2019458490 1.780946e+00
## 1904 -1.1477560972 -2.000510e-01 2.8314046560 -2.1278702008 1.821798e+00
## 1905 -1.1514331793 -1.983287e-01 2.8303070771 -2.1293308974 1.817972e+00
## 1906 -1.1681995522 -2.147530e-02 2.7557946873 -2.2229641331 1.892255e+00
## 1907 -0.9705193669 -2.005495e-01 2.9356819550 -2.0328424407 2.122157e+00
## 1908 -0.9925550107 -2.734508e-01 2.9287604359 -2.1055809155 2.034317e+00
## 1909 -1.0774101994 -4.881916e-01 2.9802044897 -2.3701953255 1.899899e+00
## 1910 -0.8371797145 -8.492308e-01 3.4380605074 -2.4356732841 2.573268e+00
## 1911 -0.7249089497 -8.010736e-01 3.1236352898 -2.4287619108 2.490126e+00
## 1912 -0.4470969622 -5.775226e-01 3.1718356944 -2.5359864352 2.336306e+00
## 1913 -0.4128920621 -5.839051e-01 3.2533838595 -2.4623452669 2.291005e+00
## 1914 -0.4377656762 -6.028586e-01 3.1886486738 -2.4789636392 2.282908e+00
## 1915 -0.3829466397 -7.035957e-01 3.2942883891 -2.3431678996 2.281172e+00
## 1916 -0.5258321707 -7.915999e-01 3.3165085789 -2.2751443287 2.193418e+00
## 1917 -0.7701324177 -1.923722e-01 2.9790227518 -2.5100376977 2.219346e+00
## 1918 0.2198979702 3.603659e-01 -0.1273715348 0.3942243424 1.171264e-01
## 1919 0.7893174594 -5.426307e-01 -0.4283119459 -0.5007621886 7.677005e-03
## 1920 0.7794958193 -5.420256e-01 -0.3520472663 -0.4375558874 4.790776e-02
## 1921 0.7702241143 -4.777245e-01 -0.3913247892 -0.5164976352 4.111220e-02
## 1922 0.7993429713 -4.838983e-01 -0.3904310174 -0.5559501484 -1.089565e-03
## 1923 0.8283006811 -4.960061e-01 -0.3803993303 -0.5890319977 -2.854738e-02
## 1924 0.9595983063 -3.013633e-01 -0.6076544166 -0.1944275693 3.956016e-01
## 1925 0.7630149792 -3.865693e-01 -0.4778480115 -0.0490823061 4.460832e-01
## 1926 0.7467793642 -3.536364e-01 -0.5298321486 -0.0924917828 3.955164e-01
## 1927 0.6358706216 -4.370291e-01 -0.5718529079 0.0327890749 5.998263e-01
## 1928 0.5373515845 -4.806490e-01 -0.5189126639 -0.0127017775 5.156758e-01
## 1929 0.5320982008 -4.769717e-01 -0.5235473121 -0.0117670344 5.130717e-01
## 1930 0.3223805799 -4.146919e-01 -0.4619534367 -0.2195989627 3.996960e-01
## 1931 0.2632873479 -1.317916e-01 -0.3857888836 -0.2635950013 5.291329e-01
## 1932 0.2445895926 -6.426339e-02 -0.2858019091 -0.2703072516 4.572007e-01
## 1933 0.2698789341 -5.219691e-02 -0.2735590189 -0.1988255829 5.033547e-01
## 1934 0.6155500726 1.375937e-01 -0.2180534798 -0.3145346452 2.723081e-01
## 1935 0.6045993533 1.625799e-01 -0.2412759316 -0.3750741760 2.806190e-01
## 1936 0.5310532322 1.964271e-01 -0.1909395050 -0.3735720674 2.697127e-01
## 1937 0.7370723537 -2.127182e-02 -0.0010119512 -0.2021065024 4.620298e-01
## 1938 0.5606528088 -1.792765e-01 0.2420543816 -0.2802071576 8.470348e-01
## 1939 0.6740879238 -8.637952e-02 0.2903850769 -0.3173554659 7.917858e-01
## 1940 0.7808167279 -9.290088e-02 0.0404633616 -0.4276398447 7.937060e-01
## 1941 0.7812933134 -1.207294e-01 0.0460956246 -0.3319006090 8.116349e-01
## 1942 0.7697951577 -6.867448e-02 0.1647952746 -0.3971736925 8.021849e-01
## 1943 0.7660752449 -5.774476e-02 0.1548071181 -0.3857348405 8.015370e-01
## 1944 0.7487617439 -5.728569e-02 0.1521335103 -0.3824647732 7.885902e-01
## 1945 0.7443201546 -5.439863e-02 0.1491581912 -0.3805174659 7.864271e-01
## 1946 0.6730839045 -1.526584e-02 0.0550225034 -0.2716721692 6.500739e-01
## 1947 0.5438824812 5.705798e-01 0.2773388405 -0.3500073990 8.737022e-01
## 1948 0.4017301785 6.217913e-01 0.2545416407 -0.3249519450 8.058791e-01
## 1949 0.4236178101 6.091620e-01 0.2650627218 -0.3429396750 7.940872e-01
## 1950 0.4375263546 6.865984e-01 0.2652643698 -0.3831592469 7.538467e-01
## 1951 0.5332321638 7.116240e-01 0.3012329455 -0.4234344026 6.156524e-01
## 1952 0.4824957537 7.092677e-01 0.3305955484 -0.4526325425 5.627810e-01
## 1953 0.5055572168 7.224311e-01 0.3081746893 -0.4389601640 5.596047e-01
## 1954 0.4745514822 7.170756e-01 0.2921329023 -0.3846749316 5.393139e-01
## 1955 0.4885936646 6.855478e-01 0.2899218993 -0.4271926017 5.184713e-01
## 1956 0.4082877339 7.092080e-01 0.2836106914 -0.4955479318 4.707900e-01
## 1957 0.4033173729 7.123078e-01 0.2806841737 -0.4973004833 4.670709e-01
## 1958 0.4468307509 6.993003e-01 0.2010216336 -0.5241765821 4.584247e-01
## 1959 0.5008500107 8.754246e-01 0.2262221339 -0.7121771947 9.228316e-01
## 1960 0.4846357654 1.007295e+00 0.3163239063 -0.7738798081 9.867367e-01
## 1961 0.4759055329 1.007075e+00 0.3163897902 -0.7818231524 9.752126e-01
## 1962 0.5131254702 1.091492e+00 0.2950342289 -0.8200166246 1.042281e+00
## 1963 0.5276168290 1.033976e+00 0.2914997452 -0.6374332915 1.072092e+00
## 1964 0.4844581811 1.085009e+00 0.4102835365 -0.7187288161 1.047791e+00
## 1965 0.6196958896 1.122264e+00 0.4481581921 -0.8051497940 1.160876e+00
## 1966 0.6280763167 1.308143e+00 0.3576482340 -0.7480112418 1.055582e+00
## 1967 0.6259951069 1.310633e+00 0.3565509430 -0.7499041321 1.051251e+00
## 1968 0.5134553225 1.172173e+00 0.3750182685 -0.7438617748 1.035048e+00
## 1969 0.4450243027 1.171038e+00 0.3404341481 -0.8936758032 8.660797e-01
## 1970 0.4211937524 1.201574e+00 0.3310348438 -0.8877561215 8.433238e-01
## 1971 0.7256948208 1.420380e+00 0.4078759066 -0.9825999102 6.114262e-01
## 1972 0.7212766002 1.413500e+00 0.4084160018 -0.9947772438 6.163748e-01
## 1973 0.7323707229 1.403621e+00 0.3598094258 -0.9917104798 6.026734e-01
## 1974 0.6662240181 1.454021e+00 0.2093634826 -0.9263425712 5.279401e-01
## 1975 0.6179835381 1.471736e+00 0.1794940520 -0.9708127753 4.835806e-01
## 1976 0.5629708678 1.555108e+00 0.4294099798 -1.2474984836 4.733144e-01
## 1977 0.5448332803 1.553307e+00 0.4157204363 -1.2451827857 4.624226e-01
## 1978 0.6605840045 1.505484e+00 0.4585058255 -1.0426171994 4.361464e-01
## 1979 0.6464309369 1.521672e+00 0.4255348988 -1.0164208210 4.321298e-01
## 1980 0.9180768259 1.427712e+00 0.3564977430 -0.5697990915 5.804141e-01
## 1981 0.9256583945 1.487874e+00 0.3516394941 -0.6378655974 6.422984e-01
## 1982 1.0008424087 1.714126e+00 0.3971008315 -0.5225067645 7.323079e-01
## 1983 0.9965752237 1.713299e+00 0.3607597118 -0.4078564454 7.418689e-01
## 1984 0.9758352434 1.757394e+00 0.2877867021 -0.3745038701 7.053856e-01
## 1985 0.9731462718 1.759726e+00 0.2858274030 -0.3723417340 7.043925e-01
## 1986 0.8708468182 1.779523e+00 0.1946078485 -0.4394999467 5.958411e-01
## 1987 0.8749446517 1.749967e+00 0.1973728619 -0.3534433006 5.840968e-01
## 1988 0.8289874716 1.638295e+00 0.1991756276 -0.1579558797 8.446279e-01
## 1989 0.8307141680 1.622318e+00 0.1848320905 -0.0516087151 8.568061e-01
## 1990 1.1835703720 1.927585e+00 0.3603171134 0.0384771903 7.806400e-01
## 1991 1.1925049958 1.957331e+00 0.3159025798 0.0644272587 7.755751e-01
## 1992 1.1251280815 2.247039e+00 0.0050651571 0.1264599705 7.716337e-01
## 1993 1.1168939317 2.275504e+00 -0.0806135990 0.1479537571 7.311300e-01
## 1994 1.0864435838 2.288266e+00 -0.0910010555 0.1013756624 6.877093e-01
## 1995 1.0817001434 2.291299e+00 -0.0931645616 0.0979953642 6.808738e-01
## 1996 1.0669526276 1.907798e+00 -0.1510116538 -0.0741680590 2.765611e-01
## 1997 1.0141762535 1.841661e+00 -0.1499221557 -0.1055731974 2.177902e-01
## 1998 1.1485630722 1.979860e+00 -0.1892437188 -0.0648684888 1.701715e-01
## 1999 1.1496396927 1.988016e+00 -0.1977391124 -0.0711105334 1.527912e-01
## 2000 0.9926877696 2.190182e+00 0.2832898193 -1.0497909168 1.538544e-01
## 2001 1.0399512807 2.121001e+00 0.3325218803 -1.1338134410 2.024179e-01
## 2002 0.9833652798 2.088184e+00 0.4924237757 -1.0806952670 8.869268e-02
## 2003 0.9818304136 2.151849e+00 0.5046818787 -1.1488517990 1.492577e-01
## 2004 1.0098895554 1.352863e+00 0.7148810434 -0.7977673115 2.251028e-01
## 2005 0.6542721407 1.350115e+00 1.4388713013 -1.9293215347 5.859212e-01
## 2006 0.8517898644 1.211797e+00 1.3808747909 -1.5502119082 7.268041e-01
## 2007 0.8733340937 1.268537e+00 1.3337977080 -1.5010702107 7.904260e-01
## 2008 0.9195367618 1.356345e+00 1.3293807836 -1.5033554494 8.804003e-01
## 2009 0.9303505240 1.359860e+00 1.3103721309 -1.4810289187 8.749636e-01
## 2010 0.8035291932 1.450903e+00 1.3150122446 -1.3237988283 7.425183e-01
## 2011 0.8203829399 1.500385e+00 1.2432227065 -1.2731226318 6.776309e-01
## 2012 0.7954771729 1.550474e+00 1.2172721151 -1.2276056681 6.635759e-01
## 2013 1.1266708667 -1.092170e+00 -0.7884424563 -1.1171759416 -7.052090e-01
## 2014 2.0238688399 -1.698713e+00 -1.4624505670 -1.4438821474 -7.786601e-01
## 2015 2.0208867651 -1.695907e+00 -1.4651172505 -1.4420910571 -7.798504e-01
## 2016 2.0348973850 -1.676953e+00 -1.5051061384 -1.4459154558 -8.242916e-01
## 2017 2.0324354882 -1.674291e+00 -1.5075236680 -1.4456029709 -8.258392e-01
## 2018 2.0549845811 -1.671288e+00 -1.5005148931 -1.4602117214 -8.449572e-01
## 2019 -0.2722911513 4.246735e-01 0.1463319171 0.1168049098 8.868974e-02
## 2020 -0.3563675651 1.937353e-01 0.0071271359 0.2661123711 9.311357e-02
## 2021 -0.3747954361 2.611994e-01 -0.0256430921 0.2303255372 9.518969e-02
## 2022 -0.4805519225 3.342842e-01 0.1579561923 0.2072670880 9.999224e-02
## 2023 -0.2302108346 1.035103e-01 0.0712721378 0.4016056355 -3.166280e-01
## 2024 -0.1390781254 1.684209e-01 0.1955449259 0.3307253975 -2.158611e-01
## 2025 -0.0641466694 3.202070e-01 0.2596441652 0.2953703206 -4.418495e-02
## 2026 -0.0522192753 3.419416e-01 0.2411815417 0.3512492022 -3.093306e-03
## 2027 -0.0088721308 7.129142e-02 0.2247877078 0.2313966663 -7.458915e-02
## 2028 0.0800772058 1.494406e-01 0.2443974977 0.2172266762 -1.664318e-01
## 2029 0.0799136265 1.555451e-01 0.2423839497 0.2093878761 -1.763900e-01
## 2030 0.1464508685 1.503303e-01 0.2722232832 0.1774581044 -2.692395e-01
## 2031 0.2569715278 1.272071e-01 0.4219334482 0.2596867379 -3.354309e-01
## 2032 0.4604618967 2.322167e-01 0.4825103596 0.2903161229 -3.820977e-01
## 2033 0.6832394962 1.939787e-01 0.5119013307 0.5902112217 -2.802081e-01
## 2034 0.8418610272 1.108568e-01 0.5923360348 0.4398072617 -3.132516e-01
## 2035 0.8102834736 1.431958e-01 0.6004993245 0.4430771661 -3.372712e-01
## 2036 1.0849501989 3.561216e-01 0.7482956810 0.4413391679 -4.398552e-01
## 2037 1.1109726042 3.397434e-01 0.7689745487 0.3622877790 -4.850116e-01
## 2038 1.1336279712 3.379573e-01 0.7541031393 0.3822575416 -4.559893e-01
## 2039 1.0947839702 3.696904e-01 0.7396794507 0.3736635789 -4.680920e-01
## 2040 1.0351067926 3.519943e-01 0.6912007582 0.3919074338 -4.316600e-01
## 2041 1.0279373627 3.736504e-01 0.6838763937 0.3926665648 -4.184151e-01
## 2042 1.0230361151 3.779378e-01 0.6804119733 0.3861965900 -4.258739e-01
## 2043 1.3224471132 4.801307e-01 0.7808671677 0.2199971236 -4.688182e-01
## 2044 1.3456477361 2.000381e-01 0.7676501493 0.1350231068 -5.251982e-01
## 2045 1.3685888306 2.353518e-01 0.7651987783 0.1012908470 -5.117657e-01
## 2046 1.3715259666 3.525086e-01 0.7761469280 0.0304691984 -4.455129e-01
## 2047 1.4125026796 9.468134e-02 1.2174799168 -0.1338664756 -1.771026e-01
## 2048 1.4355554791 1.029059e-01 1.2288668893 -0.0703371684 -1.236314e-01
## 2049 1.3518449815 1.505519e-01 1.2225774327 -0.0666808531 -1.581181e-01
## 2050 1.3209750273 1.650122e-01 1.2553097728 -0.1224910199 -1.954880e-01
## 2051 1.2163444905 2.135797e-01 1.3143190419 -0.1984062400 -2.852752e-01
## 2052 1.2994112617 1.930231e-01 1.1720001386 -0.2908351613 -1.879830e-01
## 2053 1.2893661751 2.005700e-01 1.1728819412 -0.2785332335 -1.870024e-01
## 2054 1.1866271934 2.802582e-01 1.2313620033 -0.1462825268 -2.648999e-01
## 2055 1.1009571056 2.187100e-01 1.1630928497 -0.0876366753 -1.556596e-01
## 2056 1.0432424447 2.490882e-01 1.2520754136 -0.1150374010 -1.635691e-01
## 2057 1.0110788786 2.500083e-01 1.2476199517 -0.1140247700 -1.933441e-01
## 2058 1.1373355422 3.045339e-01 1.2484724982 -0.1612641163 2.757567e-01
## 2059 1.0967826311 3.643231e-01 1.3192476330 -0.1137932321 2.891973e-01
## 2060 1.0963886726 3.539384e-01 1.3285170608 -0.1331781617 2.862515e-01
## 2061 0.8999044061 4.214120e-01 1.3883086202 -0.0205832517 3.794830e-01
## 2062 0.9981816561 3.321143e-01 1.3966639295 -0.1462990461 1.920421e-01
## 2063 0.9836546088 1.953390e-01 1.4146107426 -0.2176466943 7.743423e-02
## 2064 0.9772846062 1.996074e-01 1.4105341594 -0.2188118733 7.091884e-02
## 2065 0.9764086109 2.055816e-01 1.4092241415 -0.2296008085 5.651426e-02
## 2066 0.9710252218 2.373745e-01 1.1924337629 -0.2427787359 6.093152e-02
## 2067 0.9701013649 1.200293e-01 1.1970590786 -0.2821011042 5.571701e-02
## 2068 0.8753880560 1.022836e-01 1.1717354918 -0.3006895226 9.549035e-02
## 2069 0.9083926445 1.358437e-01 1.1630338780 -0.2423625178 2.016040e-01
## 2070 1.2735743759 4.546776e-01 1.3652474351 -0.3436425281 1.728788e-01
## 2071 1.2716986854 4.563922e-01 1.3642446746 -0.3425879516 1.717256e-01
## 2072 1.4486174730 4.950816e-01 1.4287229456 -0.4742031121 2.880578e-01
## 2073 1.5263528871 4.244611e-01 1.4437076280 -0.4062159394 3.122783e-01
## 2074 1.4713433147 2.687846e-01 1.4277096331 -0.4237084781 3.339808e-01
## 2075 1.4769222227 4.456846e-01 1.4160428243 -0.1921474164 5.601256e-01
## 2076 1.4407175758 5.052374e-01 1.4400006900 -0.1934964705 5.531150e-01
## 2077 1.3925030680 5.480830e-01 1.4119349744 -0.2226001868 5.256256e-01
## 2078 1.3876081020 5.171145e-01 1.4286490993 -0.1848110073 5.200432e-01
## 2079 1.3876648397 6.953985e-01 1.1430538634 -0.0433895360 3.276803e-01
## 2080 1.3829913475 7.034351e-01 1.1365556444 -0.0360882453 3.256266e-01
## 2081 1.3465550726 9.420212e-01 1.1545875239 0.0773338592 3.254948e-01
## 2082 1.3438661010 9.443536e-01 1.1526282249 0.0794959953 3.245016e-01
## 2083 1.3132377362 9.128084e-01 1.1708215042 0.1269004185 2.961285e-01
## 2084 1.4212399243 8.548445e-01 1.2200289237 0.0056967983 6.796323e-01
## 2085 1.3874597593 7.424593e-01 1.2823334058 -0.0565867367 6.899512e-01
## 2086 1.4354490475 7.061355e-01 1.3553216375 -0.0087198504 6.314880e-01
## 2087 1.5277054614 7.889720e-01 1.3444335519 0.0343960390 7.004166e-01
## 2088 1.6169694589 9.475261e-01 1.3108543496 -0.1359642813 8.973265e-01
## 2089 1.6109197757 1.049214e+00 1.2292059835 -0.1823194980 9.175720e-01
## 2090 1.6848901726 8.814662e-01 1.3233364706 -0.1433238334 9.682169e-01
## 2091 1.6407474594 8.877240e-01 1.2789816637 -0.3447903579 9.804157e-01
## 2092 1.8392783387 8.400324e-01 1.4206530931 -0.3034835496 8.545683e-01
## 2093 1.8742265188 7.951645e-01 1.4975305837 -0.1501944388 8.753859e-01
## 2094 1.8735203172 6.332318e-01 1.5770331475 0.1419053006 8.292155e-01
## 2095 1.7913174519 9.095338e-01 1.4400219305 -0.1213698706 8.748652e-01
## 2096 1.9863679479 4.376530e-01 1.8841588777 0.4039660377 9.184307e-01
## 2097 2.2003868433 2.972486e-01 2.1013990700 0.6440533274 9.869625e-01
## 2098 1.6595011555 1.375222e-01 1.0809655833 0.2346847558 2.003677e+00
## 2099 1.7981522690 -1.665462e+00 -1.0922981244 -1.5494517564 -9.411138e-01
## 2100 1.8159804748 -1.669902e+00 -1.0833476787 -1.5753621804 -9.617375e-01
## 2101 1.8121323978 -1.665002e+00 -1.0859107708 -1.5848110747 -9.741487e-01
## 2102 0.2723933087 8.743030e-01 -0.1556435923 0.5300774692 7.585777e-01
## 2103 0.0162767028 2.035290e-01 -0.1658724890 0.3570675124 4.862974e-01
## 2104 -0.0151303508 2.022144e-01 -0.1778409126 0.3868374347 4.732712e-01
## 2105 -0.0678039777 1.153303e-01 -0.1838879912 0.3923590806 4.532594e-01
## 2106 -0.0724316787 1.220731e-01 -0.1904236143 0.3982614625 4.512022e-01
## 2107 -0.0355762502 -8.941132e-02 -0.4306210498 0.3892197085 5.100168e-01
## 2108 -0.0176490277 -1.637041e-01 -0.3403677045 0.6864744814 6.331245e-01
## 2109 0.1527561348 -1.206257e-01 -0.3564652630 0.6195576693 5.080424e-01
## 2110 0.1622008206 -9.830784e-02 -0.3619838402 0.6224000626 5.375773e-01
## 2111 0.2629216277 -3.879866e-02 -0.4472064293 0.6366381363 3.720789e-01
## 2112 0.2190210030 -1.095311e-02 -0.4803361291 0.6445535928 3.660713e-01
## 2113 0.1209038598 -3.261083e-02 -0.3557117298 0.5672912725 2.552943e-01
## 2114 0.0927076531 -5.789144e-02 -0.3422777804 0.5571133785 2.101282e-01
## 2115 0.1064549270 -1.097508e-01 -0.4486670905 0.5344571735 2.134337e-01
## 2116 0.1548955996 -1.219653e-01 -0.4922288356 0.4893648532 1.886285e-01
## 2117 0.1948052236 -1.254235e-01 -0.5221745533 0.3754668659 1.694857e-01
## 2118 0.0594033570 -4.221819e-01 -0.7355191833 0.3212921841 9.297936e-02
## 2119 0.2235903658 -3.233192e-01 -0.8790969628 0.3206927166 1.049595e-01
## 2120 0.2948541178 -4.538831e-01 -0.8459089755 0.2408641102 -5.313638e-03
## 2121 0.2872181324 -4.622479e-01 -0.8308971022 0.2419511398 -1.817127e-02
## 2122 0.2836070497 -4.553079e-01 -0.8373490992 0.2493054136 -1.891177e-02
## 2123 0.2321589411 -4.732575e-01 -0.8035022845 0.2346623922 -7.037763e-02
## 2124 0.2316173103 -4.444655e-01 -0.7429592479 0.2210907799 -6.618871e-02
## 2125 0.1956995311 -4.513637e-01 -0.7645857019 0.2166257055 -7.723424e-02
## 2126 0.1893714976 -4.346938e-01 -0.7809982062 0.2353721964 -7.729916e-02
## 2127 0.2019967511 -3.436373e-01 -0.7754233738 0.2092396181 -8.279129e-02
## 2128 0.1352260077 -3.578968e-01 -0.7263691668 0.1374673826 -1.160808e-01
## 2129 0.0792634730 -2.742638e-01 -0.7115433334 0.1522380504 -1.029568e-01
## 2130 0.0584074872 -2.675381e-01 -0.6866936895 0.3682109770 -6.118172e-02
## 2131 0.1308331573 -2.637921e-01 -0.7013777716 0.3428534740 -1.248728e-01
## 2132 0.1273309046 -2.608419e-01 -0.7042936092 0.3461231696 -1.257060e-01
## 2133 -0.0717670620 -4.283065e-01 -0.8674536317 0.3631829055 -2.725373e-01
## 2134 -0.0955645754 -4.192980e-01 -0.8913521118 0.3807629405 -2.974334e-01
## 2135 -0.0965125713 -4.168229e-01 -0.8921415156 0.3806720426 -3.004319e-01
## 2136 -0.0656143514 -4.194109e-01 -0.8804976202 0.3704058819 -3.316838e-01
## 2137 -0.0689561375 -4.167085e-01 -0.8829560584 0.3694955966 -3.345716e-01
## 2138 0.1365880253 -5.400849e-01 -0.7353077374 0.4630697868 -2.407905e-01
## 2139 0.2033851384 -7.211321e-01 -0.6062734882 0.4491921931 -2.055982e-01
## 2140 0.1448045176 -7.972160e-01 -0.6447508682 0.4514455213 -2.635408e-01
## 2141 0.1403538476 -7.943294e-01 -0.6470093159 0.4509803801 -2.672547e-01
## 2142 0.0817355707 -6.879138e-01 -0.5811415036 0.3273072275 -3.018271e-01
## 2143 0.1115032604 -6.837798e-01 -0.5539393330 0.4296628622 -3.209011e-01
## 2144 0.1099814746 -7.067601e-01 -0.5531476564 0.5288400776 -3.040719e-01
## 2145 -0.0268621124 -5.996939e-01 -0.6842594730 0.4416192521 -4.742680e-01
## 2146 -0.0304068888 -5.959422e-01 -0.6320627657 0.4190302299 -4.684343e-01
## 2147 -0.0487756466 -5.978341e-01 -0.6493593710 0.3665705508 -5.236169e-01
## 2148 -0.0621074302 -5.543171e-01 -0.7174593233 0.2835528656 -4.556064e-01
## 2149 -0.0820362334 -5.560467e-01 -0.7302009944 0.2826964315 -4.616760e-01
## 2150 -0.3189941380 -1.050868e-01 -0.6719773016 0.2449363983 -6.136325e-01
## 2151 -0.3495542437 -5.425541e-02 -0.7461428164 0.2812630789 -6.485208e-01
## 2152 -0.3950371551 7.913146e-02 -0.7844941161 0.3148856408 -7.502738e-01
## 2153 -0.0699496074 5.384054e-01 -0.6753806909 0.2867997529 -9.169659e-01
## 2154 -0.0906091291 5.264350e-01 -0.6842762316 0.2710804486 -9.172235e-01
## 2155 -0.0273661570 5.910387e-01 -0.6989744709 0.4632489936 -8.924329e-01
## 2156 0.0189680512 4.774903e-01 -0.6760956664 0.4004110843 -9.014637e-01
## 2157 0.0061227170 3.682018e-01 -0.6785037941 0.3709835933 -9.112291e-01
## 2158 -0.1793796875 1.548891e-01 -0.8561068669 0.3698406868 -1.009610e+00
## 2159 -0.1950321575 2.137542e-01 -0.8690324597 0.3583068503 -9.888290e-01
## 2160 -0.2386715113 3.237695e-01 -1.0753684237 0.3498816286 -1.152344e+00
## 2161 -0.2467074258 3.215771e-01 -1.0789957997 0.3573390772 -1.163269e+00
## 2162 0.0068561335 1.683359e-01 -0.9690527181 0.6084554365 -1.030548e+00
## 2163 -0.1017631030 3.120612e-02 -0.9795613398 0.6806316195 -1.034751e+00
## 2164 -0.0109736170 6.968387e-02 -0.9871887959 0.6777376786 -1.141711e+00
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## 2203 0.3730877689 4.591371e-02 -0.0784373056 0.4867119038 8.670916e-02
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## 2206 0.0919198418 1.839439e-01 0.1613135562 0.5199646176 5.106933e-02
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## 2208 0.1505467203 2.945961e-01 0.1601662439 0.4373227273 -6.135187e-02
## 2209 0.1293554271 3.238125e-01 0.2022061673 0.3515282510 -1.342079e-01
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## 2213 0.2744777679 4.268995e-01 0.2559674819 0.1538506859 1.832973e-01
## 2214 0.4399065413 5.173647e-01 0.2922280721 0.0558024279 9.852013e-02
## 2215 0.4889670404 5.274099e-01 0.2727107380 0.0218790652 8.146808e-02
## 2216 0.5071925968 5.198207e-01 0.2684645473 0.0294434423 9.522366e-02
## 2217 0.8780297200 8.136181e-01 0.2641315657 -0.3074026884 2.932667e-01
## 2218 0.8227393032 8.240052e-01 0.5131688572 -0.2861992616 3.712902e-01
## 2219 0.7577321242 8.884686e-01 0.6042500195 -0.2818837904 3.594701e-01
## 2220 0.7871557521 8.614120e-01 0.5378537861 -0.2822586666 3.474827e-01
## 2221 0.7559993714 8.656572e-01 0.5927373418 -0.3026765238 2.969434e-01
## 2222 0.7590199834 8.517163e-01 0.6828267773 -0.3699846662 3.050325e-01
## 2223 0.7571442929 8.534309e-01 0.6818240168 -0.3689300898 3.038793e-01
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## 2225 0.7282323092 9.142268e-01 0.7508322107 -0.2925810155 3.471597e-01
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## 2227 0.7253663451 9.165389e-01 0.5203863551 -0.2822073740 4.401075e-01
## 2228 0.7206726447 9.180640e-01 0.5192051501 -0.2851199625 4.349642e-01
## 2229 0.6987725096 9.363765e-01 0.5168183415 -0.2859275009 4.348549e-01
## 2230 0.8179550824 1.064325e+00 0.6181660313 -0.4923786110 7.393065e-01
## 2231 0.7720870075 1.096423e+00 0.6556554603 -0.5098933098 7.165832e-01
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## 2234 0.6730730726 8.222632e-01 0.5691206193 -0.4543292190 5.976177e-01
## 2235 0.6710257477 8.244762e-01 0.5677030173 -0.4538597889 5.964264e-01
## 2236 0.6466552971 8.808233e-01 0.5601722924 -0.4294028349 6.131741e-01
## 2237 0.6856965469 6.476993e-01 0.5233344158 -0.5139966127 5.956401e-01
## 2238 0.9297565096 9.081053e-01 0.6006326425 -0.5416948249 3.638604e-01
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## 2283 0.1146079356 4.588437e-01 1.5871713374 0.2089672559 1.886083e+00
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## 2286 0.2996287079 6.627003e-01 1.6635698125 0.2318632229 1.788886e+00
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## 2288 0.4732225168 7.021671e-01 1.7857217513 0.4338391431 1.609734e+00
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## 2290 0.4304639919 5.206878e-01 1.9159412369 0.7523763618 1.532129e+00
## 2291 0.5764537042 6.499064e-02 2.3993352098 1.2960658303 1.523123e+00
## 2292 1.0535273139 1.104978e+00 -1.4957456029 1.2855359366 9.578343e-01
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## 2361 -1.4497868081 4.642337e-01 -0.9409675001 0.3267194663 -2.189504e-01
## 2362 -1.5026913251 4.935090e-01 -1.0814973941 0.4131714325 -2.754197e-01
## 2363 -1.5101580884 5.547271e-01 -1.1629891409 0.4266235607 -3.739450e-01
## 2364 -1.5883710595 6.581091e-01 -1.4447857023 0.6511153394 -5.263098e-01
## 2365 -1.5952356358 6.509702e-01 -1.4530754092 0.6741528635 -5.285556e-01
## 2366 -1.5625100564 6.564649e-01 -1.3984616100 0.6717239677 -5.339816e-01
## 2367 -1.7527479177 7.132626e-01 -1.6499269395 0.6595928446 -7.812700e-01
## 2368 -1.9324185216 5.478705e-01 -1.7145352707 0.7926079807 -6.723878e-01
## 2369 -1.9210710621 5.582982e-01 -1.7281002518 0.8311472661 -6.534053e-01
## 2370 -1.9477370748 6.161165e-01 -1.8098208348 0.9221217900 -7.428349e-01
## 2371 -1.7637036059 4.800236e-01 -1.6724435679 1.1203539230 -5.603297e-01
## 2372 -1.7826816788 2.290251e-01 -1.8510146717 1.3493668894 -6.755300e-01
## 2373 -1.7212449712 2.552141e-01 -1.8422787846 1.3553600465 -7.045705e-01
## 2374 -1.7432541504 2.333468e-01 -1.8274631691 1.3694519024 -7.129428e-01
## 2375 -1.7698580319 2.690557e-01 -1.9154242302 1.4843967529 -7.834141e-01
## 2376 -1.7600095962 2.518132e-01 -1.8881316108 1.5002931609 -7.766810e-01
## 2377 -1.9484916630 5.044084e-01 -2.2486881368 1.2438645948 -8.633096e-01
## 2378 -1.8662710976 6.667534e-01 -2.3328522871 1.5896955411 -8.532381e-01
## 2379 -1.8869123727 6.690440e-01 -2.2442150865 1.7092304282 -9.175493e-01
## 2380 -1.8779167206 9.090688e-01 -2.4786784353 1.7629936300 -1.323817e+00
## 2381 -1.8783163851 1.250922e+00 -2.8882425799 1.7235783762 -1.360358e+00
## 2382 -2.0266810678 1.268616e+00 -3.1206758506 1.5868422141 -1.481189e+00
## 2383 3.2123634436 -1.110427e+00 -2.9467629157 -0.7478388541 -5.509181e-02
## 2384 3.2574284818 -1.119370e+00 -2.9293370553 -0.7910623358 -9.313346e-02
## 2385 3.2728922469 -1.099250e+00 -2.9331296926 -0.8090334211 -8.252459e-02
## 2386 0.1433250928 -1.786540e-01 0.2562321602 0.1843248571 -2.223882e-01
## 2387 0.4338398504 7.266841e-02 0.3941072210 0.1136732316 -4.767118e-01
## 2388 0.4625598126 7.339729e-02 0.3763977904 0.1205998585 -4.615922e-01
## 2389 0.4598708409 7.572967e-02 0.3744384913 0.1227619946 -4.625854e-01
## 2390 0.3530855486 1.170179e-01 0.5186113208 0.0653864931 -5.088181e-01
## 2391 0.4589885379 1.254099e-01 0.5089384871 -0.0033203544 -6.178774e-01
## 2392 0.4518278551 1.990887e-01 0.4596714600 0.0610386203 -6.219589e-01
## 2393 0.5314970844 1.918602e-01 0.4367085829 -0.0070461182 -6.198542e-01
## 2394 0.7243609028 3.638192e-01 0.3828163194 -0.0808045582 -2.071858e-01
## 2395 0.8219992329 3.275724e-01 0.2636758997 -0.1270264654 -2.338118e-01
## 2396 0.8128887198 3.400505e-01 0.2450839873 -0.1289278488 -2.441477e-01
## 2397 0.9096501669 3.947621e-01 0.1862041302 -0.2152056967 1.899446e-01
## 2398 0.9075386243 4.081374e-01 0.1653240843 -0.2269608063 1.682517e-01
## 2399 0.9048496527 4.104698e-01 0.1633647852 -0.2247986703 1.672585e-01
## 2400 0.8344974484 4.059627e-01 0.2355581206 -0.2628256656 1.118369e-01
## 2401 0.7624237790 4.957564e-01 0.2157031986 -0.1670079755 1.367689e-01
## 2402 0.7656100057 5.185665e-01 0.2617749445 -0.1879463273 1.746311e-01
## 2403 0.8097904293 4.878108e-01 0.2376709962 -0.0348184159 2.311001e-01
## 2404 1.0129179634 7.805566e-01 0.2867761130 -0.1020432724 4.135213e-02
## 2405 1.0259575556 8.725438e-01 0.3445076316 -0.1197847304 1.324967e-01
## 2406 1.0162395479 9.122225e-01 0.4267257481 -0.1639629944 1.729337e-01
## 2407 1.0135505763 9.145549e-01 0.4247664491 -0.1618008584 1.719405e-01
## 2408 0.8101581670 8.336330e-01 0.3598404153 -0.1186143439 4.052723e-01
## 2409 0.8183926713 8.350456e-01 0.3500390547 -0.1095869139 4.179710e-01
## 2410 0.8282052350 8.047469e-01 0.3489259962 -0.1542491107 4.009173e-01
## 2411 0.9526426172 6.245063e-01 0.4289926496 0.0342308517 5.811486e-01
## 2412 0.9806753421 6.566495e-01 0.4444439711 0.0318212494 5.430544e-01
## 2413 1.0399844537 4.131257e-01 0.4126588598 0.1076250535 5.904375e-01
## 2414 0.9633717120 3.661820e-01 0.3802175751 0.1556722964 6.523135e-01
## 2415 0.9587291502 4.572126e-01 0.4337064152 0.0145244856 7.857314e-01
## 2416 1.0512770591 5.202323e-01 0.4058279727 -0.0687162761 1.217899e+00
## 2417 1.0597194848 6.148752e-01 0.4655540162 0.0218735697 1.209260e+00
## 2418 1.0236078159 6.345485e-01 0.4242863504 0.0022716236 1.167944e+00
## 2419 1.0750444719 5.223893e-01 0.4018640252 -0.0743354343 1.159933e+00
## 2420 1.0539139002 3.977809e-01 0.3838374071 -0.1402154362 1.117390e+00
## 2421 1.0734169073 4.004176e-01 0.3372268692 -0.1571094655 1.093624e+00
## 2422 0.9958111707 3.985857e-01 0.2465928326 -0.2118492243 9.690210e-01
## 2423 1.0345071790 1.829133e-01 0.3071948988 -0.3100327716 1.049283e+00
## 2424 1.1132507358 9.654616e-02 0.2421842305 -0.6856217543 1.251687e+00
## 2425 1.1123739812 1.024684e-01 0.2996982408 -0.7425555319 1.298784e+00
## 2426 1.1768363412 -2.452715e-01 0.2774275927 -0.6772042210 1.325145e+00
## 2427 1.1525744799 -2.010093e-01 0.3010703480 -0.6945628699 1.309679e+00
## 2428 1.1987016952 -2.444361e-01 0.3204013170 -0.5152886628 1.353107e+00
## 2429 1.1822280506 -2.408985e-01 0.3158225884 -0.5116316267 1.338106e+00
## 2430 1.1962012443 -3.092545e-01 0.2793173279 -0.5062265134 1.392640e+00
## 2431 1.1518975943 -2.853724e-01 0.2466411073 -0.5156980917 1.357097e+00
## 2432 1.1393249704 -2.754221e-01 0.2693453088 -0.5377947735 1.345234e+00
## 2433 0.9428655828 4.617590e-01 0.2373445100 -0.5609082689 1.553254e+00
## 2434 0.9739738238 4.830986e-01 0.2043876624 -0.3790559762 1.642650e+00
## 2435 0.9531496025 4.828265e-01 0.1894899076 -0.3810763441 1.635987e+00
## 2436 0.9526896877 4.836791e-01 0.1910417685 -0.3786342484 1.634127e+00
## 2437 0.9056349539 5.131047e-01 0.2173916289 -0.3661737365 1.562457e+00
## 2438 0.9025355351 5.289350e-01 0.2038129238 -0.3656075213 1.544381e+00
## 2439 0.9523255672 5.933470e-01 0.2108142636 -0.4474953656 1.935050e+00
## 2440 0.9045908488 5.999038e-01 0.2194471291 -0.4386586312 1.926976e+00
## 2441 1.0874275581 4.589126e-01 0.4939647884 -0.1842068660 2.031589e+00
## 2442 1.0886475997 3.270875e-01 0.4924137709 0.0286349837 2.060424e+00
## 2443 1.0691800641 3.284356e-01 0.4775167791 0.0325544230 2.054838e+00
## 2444 1.0580245235 3.506362e-01 0.5533768272 0.0234566026 2.047095e+00
## 2445 1.0551006663 3.562773e-01 0.5487784257 0.0272733689 2.044704e+00
## 2446 1.0555815472 3.552759e-01 0.5511373534 0.0318024339 2.041965e+00
## 2447 0.8719163047 3.507962e-01 0.4624272133 0.0869270412 2.107351e+00
## 2448 1.0027085027 5.233521e-01 0.4217003971 0.0402795238 1.995799e+00
## 2449 0.9960311289 2.765503e-01 0.4371753756 -0.0457764327 1.990323e+00
## 2450 1.1950337749 1.009363e-01 0.6100179271 0.1238033583 2.193889e+00
## 2451 1.1677186570 1.337718e-01 0.5304070529 0.1499872464 2.154219e+00
## 2452 1.2089793494 9.813357e-02 0.4863412567 0.1388920795 2.118023e+00
## 2453 1.1822507999 1.199805e-01 0.4982292506 0.1629533814 1.988817e+00
## 2454 1.2230332382 1.321815e-01 0.4367819568 0.3010120892 1.954364e+00
## 2455 1.2372503881 1.496783e-01 0.4925636484 0.2884630848 1.952047e+00
## 2456 1.1831190306 2.066301e-01 0.5075946054 0.3169839488 1.937607e+00
## 2457 1.1701100006 2.010888e-01 0.5143166055 0.3256588264 1.922023e+00
## 2458 1.2666075126 2.678868e-01 0.5182177676 0.2480524846 1.929357e+00
## 2459 1.3291008067 3.411379e-01 0.4980679742 0.1916403338 1.960614e+00
## 2460 1.3350171488 3.788015e-01 0.4911018493 0.1910758952 2.036062e+00
## 2461 1.4833132398 2.201828e-01 0.2113472701 0.8306957580 2.159609e+00
## 2462 1.5141626160 1.815191e-01 0.2468761049 0.8401557896 2.143986e+00
## 2463 1.5740700105 -1.055642e-01 0.3397278874 0.7042176212 2.049917e+00
## 2464 1.5641032221 -3.019754e-01 0.3736992759 0.6721953670 2.077240e+00
## 2465 1.5588656601 -3.365021e-01 0.3926135477 0.7242664639 2.071629e+00
## 2466 1.5847830061 -3.734721e-01 0.4138183497 0.9258265149 2.080468e+00
## 2467 1.5299493688 -2.916845e-01 0.1828947695 1.0768915683 1.939028e+00
## 2468 1.5142299154 -2.862827e-01 0.1767187211 1.0839933327 1.925652e+00
## 2469 1.7137991990 -6.814836e-01 0.7095849800 1.4740189570 1.945977e+00
## 2470 1.8067971627 -7.681287e-01 0.6607161964 1.3225966831 2.351231e+00
## 2471 1.8423011169 -7.202847e-01 0.7198095786 1.4279226324 2.467471e+00
## 2472 1.8788183700 -8.080677e-01 0.8035134213 1.5533235178 2.470245e+00
## 2473 1.9823008488 -9.797379e-01 1.0811499853 1.6206104785 2.483907e+00
## 2474 2.0084272240 -9.761394e-01 1.0628851357 1.6141590862 2.460338e+00
## 2475 3.1973697977 -1.110188e+00 -2.9260556427 -0.6993601248 -2.238138e-02
## 2476 1.2796557300 -1.667662e+00 -0.5238418789 -1.6110388918 -1.088745e+00
## 2477 1.0904732822 -9.903644e-01 -0.5098736293 -1.1460266486 -3.065082e-01
## 2478 1.1346739391 -9.847683e-01 -0.5408678138 -1.1736887470 -3.070956e-01
## 2479 0.4214146515 -2.712292e-01 -0.0241425132 -0.5591941353 2.182045e-02
## 2480 0.6282292346 -4.601854e-01 -0.0360451537 -0.2905743500 1.630892e-01
## 2481 0.5887902061 -5.020787e-01 -0.0436020671 -0.2857876160 1.224042e-01
## 2482 0.8658120993 -5.868791e-01 -0.0173259071 0.0448989492 5.124422e-01
## 2483 0.7652733701 -5.389912e-01 -0.1557055969 0.2035785413 4.162973e-01
## 2484 0.6629408190 -3.345477e-01 -0.0863936983 0.2866790724 5.130379e-01
## 2485 1.0272191383 -1.408088e-01 -0.1006466800 0.1689347520 2.862083e-01
## 2486 1.0234820000 -1.345498e-01 -0.1062016200 0.1738590780 2.839778e-01
## 2487 1.0131650432 -1.261404e-01 -0.0101481467 0.1239692800 3.177485e-01
## 2488 0.9463608861 1.189479e-01 0.0089739138 0.2165643043 4.522116e-01
## 2489 0.9770443860 2.167778e-01 0.0631064229 0.0858453008 5.440979e-01
## 2490 0.9285799026 2.157413e-01 0.0449866995 0.0968404984 5.175854e-01
## 2491 0.9386883767 2.822200e-01 0.1238502963 0.0926939953 4.009464e-01
## 2492 0.5379097779 -1.777438e-01 -0.0989889742 0.2000609479 4.832297e-01
## 2493 0.5040305297 -1.709839e-01 -0.1208018938 0.1495423512 4.535870e-01
## 2494 0.4997472132 -1.674873e-01 -0.1246064094 0.1540211993 4.529192e-01
## 2495 0.2983430473 -4.319804e-01 0.0565043430 0.0760075805 5.574727e-01
## 2496 0.3720507224 -5.367571e-01 -0.2288783897 0.0878259812 3.754532e-01
## 2497 0.2226050455 -7.168085e-01 -0.3794791184 0.0139188070 6.563869e-01
## 2498 0.1692017625 -6.890133e-01 -0.3854337058 0.0341598859 6.407988e-01
## 2499 0.1213422901 -7.147582e-01 -0.3775998932 0.0644860986 5.747388e-01
## 2500 -0.2656752403 -9.785273e-01 -0.4214791213 -0.0104368344 5.776040e-01
## 2501 -0.2456315620 -9.960829e-01 -0.4203695086 -0.0047699457 5.688277e-01
## 2502 -0.2118671004 -8.624722e-01 -0.4195968533 -0.0299449034 5.953188e-01
## 2503 -0.1618941299 -1.110513e+00 -0.3796999391 -0.1582429043 5.191837e-01
## 2504 -0.1928733726 -1.077173e+00 -0.5842768657 -0.1749188900 3.812169e-01
## 2505 0.1330148884 -1.034838e+00 -0.4970753870 -0.4429257677 2.003958e-01
## 2506 0.1140186609 -1.030225e+00 -0.4688710905 -0.4580748040 2.024196e-01
## 2507 0.1448702825 -9.013769e-01 -0.4732781270 -0.3973059282 1.719817e-01
## 2508 0.0627628631 -8.415875e-01 -0.3427245820 -0.4626804734 1.521413e-01
## 2509 0.0076362484 -8.687831e-01 -0.3742083549 -0.4464433526 1.924022e-01
## 2510 -0.1697030098 -9.827706e-01 -0.3630959471 -0.4229499389 2.431725e-01
## 2511 -0.1419770148 -9.614230e-01 -0.3621630507 -0.3506214700 2.777163e-01
## 2512 -0.0574952961 -9.904865e-01 -0.3565343269 -0.1214670478 2.538158e-01
## 2513 0.0357056978 -9.561368e-01 -0.2754674652 -0.0120703308 9.957452e-02
## 2514 -0.0672756124 -1.521085e+00 -0.2254410768 0.3151976619 -4.946772e-03
## 2515 0.0553091006 -1.569389e+00 -0.1738038202 0.1545639661 -1.634348e-01
## 2516 0.1806022465 -1.647154e+00 -0.1057552136 0.1607011916 -8.495727e-02
## 2517 0.3080171098 -1.698263e+00 -0.0885101912 0.1814800769 3.532212e-02
## 2518 0.2672663179 -1.789556e+00 0.0174714447 0.0746330177 -1.275493e-01
## 2519 0.2069618495 -1.806315e+00 -0.0283037611 0.0998945432 -8.401496e-02
## 2520 0.1884437936 -1.799930e+00 0.0173318929 0.2244278585 2.641408e-02
## 2521 0.1666204730 -1.758213e+00 0.0404852829 0.2367293171 -3.911592e-02
## 2522 0.4298732904 -1.943371e+00 0.1900831121 0.4832135165 2.600618e-01
## 2523 0.4573666994 -1.974047e+00 0.1826102637 0.5740028667 2.798706e-01
## 2524 0.4708622666 -1.941939e+00 0.1537599813 0.6894196246 3.917369e-01
## 2525 0.4932978315 -1.951342e+00 0.1608874201 0.8721702325 4.662910e-01
## 2526 0.5102181100 -1.936702e+00 0.1697474737 1.0383448517 5.628862e-01
## 2527 0.7473342721 -1.695821e+00 0.2635702644 0.9902550160 3.724082e-01
## 2528 0.8342827038 -1.677732e+00 0.3136268316 1.1809371113 3.902723e-01
## 2529 0.8366936521 -1.628945e+00 0.4520466253 1.6567972897 4.361105e-01
## 2530 0.9050844118 -1.651372e+00 0.4019855035 1.6077197891 5.482352e-01
## 2531 0.7699442752 -1.684867e+00 0.3955677873 1.6885504689 6.405259e-01
## 2532 0.7515309677 -1.667584e+00 0.3660287199 1.6728198678 6.776513e-01
## 2533 0.7776791026 -1.655275e+00 0.3781614405 1.7453699426 7.251221e-01
## 2534 0.7426776097 -1.708819e+00 0.3871444879 1.7540257827 6.943559e-01
## 2535 1.0716973450 -1.378774e+00 0.4668545368 1.7163469082 4.862850e-01
## 2536 1.0905370310 -1.301316e+00 0.3302169912 1.7447966291 4.491656e-01
## 2537 1.1076222720 -1.281141e+00 0.2514743079 1.7794497656 3.848497e-01
## 2538 1.1028236043 -1.274705e+00 0.2434146675 1.7768192824 3.817263e-01
## 2539 1.0522873606 -9.793715e-01 0.2317982123 1.8804968693 3.886976e-01
## 2540 1.2594272249 -1.048253e+00 0.2571742537 2.0067027858 3.962334e-01
## 2541 1.5567411798 -1.077564e+00 0.1738759226 1.8040329711 9.121513e-01
## 2542 1.5719696927 -1.025997e+00 0.0977503197 1.8515125174 8.501026e-01
## 2543 1.5351176175 -9.909355e-01 0.1048019173 1.8863527218 8.596863e-01
## 2544 1.5413832525 -9.710620e-01 0.1064228495 1.9142490898 8.582711e-01
## 2545 1.5375545096 -9.561425e-01 0.0928985336 1.9297725201 8.577158e-01
## 2546 1.6224248559 -8.046566e-01 0.0667357661 2.0065043555 8.129303e-01
## 2547 1.6307800551 -6.333348e-01 -0.2163829919 2.1464571963 6.211929e-01
## 2548 1.6682219036 -6.073437e-01 -0.1680927312 2.1578218159 6.140115e-01
## 2549 1.6590956007 -5.849134e-01 -0.1733618797 2.2054794847 5.905621e-01
## 2550 1.6578076555 -5.814824e-01 -0.1744756469 2.2020611341 5.843743e-01
## 2551 1.6457168848 -5.869457e-01 -0.1817982723 2.2461739550 6.151150e-01
## 2552 1.6700639580 -4.416160e-01 -0.2580045746 2.2043741786 6.312121e-01
## 2553 1.6648459751 -4.015524e-01 -0.2695130846 2.2481251989 6.164665e-01
## 2554 1.6981188246 -2.856521e-01 -0.2507355499 2.4046083198 5.993968e-01
## 2555 1.7052009268 -2.890718e-01 -0.2369210245 2.4360811413 6.068879e-01
## 2556 1.8458123667 -2.617017e-01 -0.2617683140 2.6936538119 8.691913e-01
## 2557 2.0126162097 -3.827511e-02 -0.1626944591 2.9754123402 8.573916e-01
## 2558 2.0569515352 6.784722e-02 -0.1288546230 2.9463697248 9.188954e-01
## 2559 2.0827152181 2.353296e-02 -0.0603541076 2.9865654475 9.376649e-01
## 2560 1.2903387318 -1.680565e+00 -0.5312017452 -1.6295066223 -1.085827e+00
## 2561 -0.9158412858 5.361193e-01 0.3872088379 0.5799303250 -2.619305e-02
## 2562 -0.1194295948 5.687868e-01 -0.4064137209 0.5943758050 5.866338e-01
## 2563 -0.0917862988 5.606384e-01 -0.4508328480 0.5865293299 5.854081e-01
## 2564 0.1074267527 4.479222e-01 -0.6489393501 0.5176425671 5.451817e-01
## 2565 -0.1184839884 4.383043e-01 -0.4077966150 0.4331733740 4.081144e-01
## 2566 -0.1214748111 4.407824e-01 -0.4089441011 0.4300079045 4.024489e-01
## 2567 0.2307413253 6.366591e-01 -0.2328998118 0.4503229605 2.699744e-01
## 2568 0.2213430978 6.777280e-01 -0.2317452885 0.4436146989 2.790216e-01
## 2569 0.5985727397 7.092790e-01 -0.2315557109 0.4495123382 3.141716e-01
## 2570 0.6030607656 7.094541e-01 -0.2404095336 0.4512520367 3.200827e-01
## 2571 0.5270329291 2.215734e-01 -0.2773241929 0.1578057034 9.259452e-02
## 2572 0.4789414306 2.324788e-01 -0.3312153995 0.1517668701 6.938959e-02
## 2573 0.2953098113 3.048091e-01 -0.1495508823 0.1149374724 -1.789816e-02
## 2574 0.1249625666 1.693764e-01 -0.0145797511 0.0774039870 -9.536607e-02
## 2575 0.0844782013 3.464454e-01 -0.1397817190 -0.0216487564 -1.285766e-01
## 2576 0.0336956015 3.653744e-01 -0.1716162790 -0.0651863823 -1.739501e-01
## 2577 0.0543395123 3.379578e-01 -0.1456885815 -0.1048866183 -2.415861e-01
## 2578 -0.1716333281 1.858208e-01 -0.3449544596 0.0011297369 -3.963937e-01
## 2579 0.1117220006 4.769295e-01 -0.2379041828 -0.0693147410 -6.012576e-01
## 2580 0.1523505999 4.827855e-01 -0.1592764432 -0.0282174564 -6.206606e-01
## 2581 0.1450987367 4.883023e-01 -0.1847061241 -0.0189286317 -6.176559e-01
## 2582 0.2396174445 3.728554e-01 -0.0757100424 0.1116829418 -4.929696e-01
## 2583 0.2603630274 3.946017e-01 -0.1273373342 0.1117166434 -4.989032e-01
## 2584 0.2910694880 3.304568e-01 -0.1088609371 0.2856055278 -4.495550e-01
## 2585 0.2581091915 3.612475e-01 -0.0966018044 0.2874030909 -4.670844e-01
## 2586 0.2137065107 3.687421e-01 -0.1149604148 0.3018937599 -4.807295e-01
## 2587 0.2835013039 3.372679e-01 -0.1275647513 0.4772328020 -4.808591e-01
## 2588 0.1456320656 2.815848e-01 -0.2705806210 0.5359763764 -3.269811e-01
## 2589 0.1398466017 2.741069e-01 -0.2683911373 0.5147191010 -3.295250e-01
## 2590 0.1131816984 3.127248e-01 -0.2849604382 0.5551580835 -3.172820e-01
## 2591 0.0823387838 3.121063e-01 -0.2891766440 0.5633382273 -3.393675e-01
## 2592 0.0795237566 3.137577e-01 -0.2902388860 0.5630704155 -3.418507e-01
## 2593 0.0642787080 3.142964e-01 -0.2904859356 0.5482937134 -3.688614e-01
## 2594 -0.0369452120 3.485565e-01 -0.2520303339 0.5747353550 -4.092264e-01
## 2595 -0.0249708938 4.290116e-01 -0.2556354116 0.5274087297 -4.907952e-01
## 2596 -0.0286794910 4.763133e-01 -0.2315514505 0.5247286825 -5.564919e-01
## 2597 -0.0324166293 4.825723e-01 -0.2371063906 0.5296530084 -5.587225e-01
## 2598 -0.0518424018 5.321909e-01 -0.1998446778 0.5248077227 -6.939426e-01
## 2599 -0.0499387130 6.245364e-01 -0.0951155763 0.6997605052 -7.415458e-01
## 2600 -0.0552098054 6.278799e-01 -0.0988915612 0.6983873548 -7.456722e-01
## 2601 -0.2444912600 4.514134e-01 -0.2848453543 0.6873367953 -8.110862e-01
## 2602 -0.2822509766 4.889938e-01 -0.2745386091 0.6495440623 -7.938766e-01
## 2603 -0.4089756836 4.151898e-01 -0.2774990142 0.5156297675 -6.613206e-01
## 2604 -0.6249677948 1.873397e-01 -0.4261563491 0.4839119094 -7.735058e-01
## 2605 -0.2946353911 1.178037e-02 -0.2443755588 0.3421061250 -7.289027e-01
## 2606 -0.4815394825 3.143643e-02 -0.5815289296 0.2205479236 -9.027153e-01
## 2607 -0.5006657901 4.425362e-02 -0.5883346743 0.2309273381 -9.089981e-01
## 2608 -0.5402125381 2.880691e-01 -0.4748570154 0.3685652759 -8.169734e-01
## 2609 -0.4509350415 3.075982e-01 -0.5231063886 0.4003115856 -8.788750e-01
## 2610 -0.4661320736 4.545098e-01 -0.5977278341 0.4641464774 -9.857656e-01
## 2611 -0.4147476096 4.405528e-01 -0.6310453972 0.5454623524 -8.692972e-01
## 2612 -0.3638827681 5.042525e-01 -0.9736085890 0.4144289444 -9.577200e-01
## 2613 -0.2258761882 6.565585e-01 -0.9183312518 0.3840051518 -1.087969e+00
## 2614 -1.9386159839 7.242079e-01 0.4582524789 0.7828044950 -1.288016e+00
## 2615 -1.9505971012 5.313619e-01 0.6245294016 0.5828973320 -1.032072e+00
## 2616 -1.9524727917 5.330765e-01 0.6235266410 0.5839519085 -1.033225e+00
## 2617 -2.0145350171 5.741196e-01 0.4857374654 0.6135507849 -1.110045e+00
## 2618 -2.0520342756 6.044970e-01 0.4602275767 0.6151244865 -1.127468e+00
## 2619 -2.1167260261 6.399128e-01 0.3434792558 0.6775466035 -1.181575e+00
## 2620 -2.2014172773 4.805259e-01 0.2240511471 0.4669253119 -1.307047e+00
## 2621 -2.2239194674 4.925133e-01 0.2104746106 0.4152638040 -1.349535e+00
## 2622 -2.2069479034 5.628047e-01 0.2521043573 0.2907682589 -1.464342e+00
## 2623 -2.2100475562 5.692725e-01 0.2474207118 0.2916873676 -1.469915e+00
## 2624 -2.0683271003 7.036103e-01 0.3027724273 0.2562594376 -1.660087e+00
## 2625 -2.0577951145 7.047891e-01 0.2937788966 0.2733136442 -1.647189e+00
## 2626 -1.8453821157 8.160965e-01 0.3625735707 0.1224175571 -1.762192e+00
## 2627 -1.8421699446 8.426169e-01 0.3527874940 0.0755835293 -1.699610e+00
## 2628 -1.8494101819 8.500627e-01 0.3476641633 0.0679248395 -1.706772e+00
## 2629 -1.8949147422 1.009420e+00 0.1336117787 0.1103907278 -1.763294e+00
## 2630 -1.8968992628 1.015125e+00 0.1290728587 0.1155298824 -1.764355e+00
## 2631 -1.8998215920 1.023097e+00 0.1215211863 0.1331559375 -1.764579e+00
## 2632 -1.8528160268 1.199401e+00 -0.1728831611 0.3396292325 -1.916645e+00
## 2633 -1.8521241664 1.198009e+00 -0.1669862794 0.3385790279 -1.922189e+00
## 2634 -1.8709278426 1.172475e+00 -0.1963633904 0.3155457424 -1.987260e+00
## 2635 -1.8606125326 1.254515e+00 -0.1638537083 0.3371862632 -1.950579e+00
## 2636 -1.9393123694 1.303982e+00 -0.2435850513 0.3200377149 -2.052362e+00
## 2637 -1.9381959070 1.302030e+00 -0.2396129990 0.3242189058 -2.058152e+00
## 2638 -1.9096791083 1.380782e+00 -0.0487376137 0.3700108484 -2.014755e+00
## 2639 -1.9004782899 1.147781e+00 0.0498472718 0.3966527659 -1.944951e+00
## 2640 -2.0562701724 9.136363e-01 -0.1597283585 0.4206172829 -2.066353e+00
## 2641 -2.1035114732 9.124530e-01 -0.1428857663 0.4239085693 -2.095820e+00
## 2642 -2.0609789176 9.953302e-01 -0.2732414947 0.5371180489 -2.216186e+00
## 2643 -2.0628546081 9.970448e-01 -0.2742442552 0.5381726253 -2.217339e+00
## 2644 -2.0499448956 1.001009e+00 -0.2996687264 0.5445919870 -2.214395e+00
## 2645 -2.2397629167 7.714076e-01 -0.5154287445 0.5542172442 -2.357450e+00
## 2646 -2.2675790862 9.999102e-01 -0.4845376665 0.6054593485 -2.326931e+00
## 2647 -2.2714755525 9.878668e-01 -0.4711597093 0.6290038359 -2.336083e+00
## 2648 -2.2715353437 9.856056e-01 -0.4652333504 0.6295488242 -2.339777e+00
## 2649 -2.2745321112 9.880734e-01 -0.4663826938 0.6263733929 -2.345441e+00
## 2650 -2.2650901095 9.589935e-01 -0.4362431081 0.6695458573 -2.347876e+00
## 2651 -2.3354968674 6.469281e-01 -0.5773091222 0.8478966675 -2.375302e+00
## 2652 -2.3584274374 6.255046e-01 -0.5893359004 0.9459897385 -2.278443e+00
## 2653 -2.3774460531 5.610044e-01 -0.5990763773 0.9041917150 -2.273476e+00
## 2654 -2.3839366029 4.463496e-01 -0.6109188525 0.8728844502 -2.276104e+00
## 2655 -2.3861886674 3.986279e-01 -0.5241683723 1.0128012484 -2.268783e+00
## 2656 -2.3226140954 2.574148e-01 -0.3847434893 1.2128609669 -2.255952e+00
## 2657 -2.3021418186 6.022648e-02 -0.2586817346 1.4759475278 -2.182818e+00
## 2658 -2.2121076852 -1.341153e-01 -0.0619103281 1.7400208300 -2.169274e+00
## 2659 -2.1236346395 -3.596382e-01 0.1363595938 2.0005471543 -2.199465e+00
## 2660 -2.1038034146 -3.906226e-01 0.1864964993 2.0375751296 -2.184432e+00
## 2661 -2.2026475123 -5.691970e-01 0.1446999311 2.3108881373 -1.969528e+00
## 2662 1.2747711389 -1.638133e+00 -0.5482537554 -1.6257333858 -1.090730e+00
## 2663 0.4942310742 -6.877375e-01 -0.0483244955 -0.7077051413 -6.223322e-01
## 2664 0.4828711967 -8.526678e-01 -0.0224592999 -0.8177440488 -7.004362e-01
## 2665 -0.0052277745 -4.882053e-01 0.2471071831 -0.4101181714 -5.167339e-01
## 2666 0.0649582890 -5.595912e-01 0.1628171472 -0.4668166361 -5.671721e-01
## 2667 0.0717586776 -5.409415e-01 0.1597690135 -0.4696747452 -5.402139e-01
## 2668 -0.3090395597 -2.649917e-01 0.3201212713 -0.0719152753 -3.779268e-01
## 2669 -0.2815984386 -2.371394e-01 0.3591173507 -0.0371920542 -3.817246e-01
## 2670 -0.2870093769 -2.305712e-01 0.3527444002 -0.0322076638 -3.851062e-01
## 2671 -0.0855000467 -2.551751e-01 0.6015093495 -0.0304291348 -2.127977e-01
## 2672 -0.1042212668 -2.576080e-01 0.5910198116 -0.0345994910 -2.218180e-01
## 2673 -0.1291668911 -2.945452e-01 0.7434942969 0.1075516376 -2.292516e-01
## 2674 -0.1526295908 -3.926623e-01 0.6737752797 0.0122492426 -3.125904e-01
## 2675 -0.1551800098 -5.087718e-01 0.6764875183 -0.0248580065 -3.174849e-01
## 2676 -0.3653627484 -6.934184e-01 0.5580562359 -0.0085593100 -4.482601e-01
## 2677 -0.3134751538 -6.317148e-01 0.6122618238 -0.0340381638 -5.682295e-01
## 2678 -0.2815662442 -6.651055e-01 0.6279072564 -0.0789661208 -5.960641e-01
## 2679 -0.0986006070 -5.773105e-01 0.5789380962 -0.2317770798 -1.754525e-01
## 2680 -0.2841856641 -5.239894e-01 0.3455568199 -0.2694499741 -4.310277e-01
## 2681 -0.2341682798 -5.207768e-01 0.3550761374 -0.3590042780 -5.579272e-01
## 2682 -0.2250713142 -5.191985e-01 0.3559455351 -0.3297274784 -5.587964e-01
## 2683 -0.3691108051 -6.837356e-01 0.4188483082 -0.4917361115 -2.594378e-01
## 2684 -0.1584629183 -5.954765e-01 0.2064876886 -0.6622160361 -3.371971e-01
## 2685 -0.1493917642 -6.044482e-01 0.2011582808 -0.6684208066 -3.175468e-01
## 2686 -0.2494638394 -5.098135e-01 0.2148188916 -0.6229630995 -3.581590e-01
## 2687 -0.2630208974 -5.334993e-01 0.2085509410 -0.6553727542 -3.881098e-01
## 2688 -0.3489316656 -4.518863e-01 0.2203498227 -0.6165447189 -4.042980e-01
## 2689 -0.3822441471 -4.507028e-01 0.2132547149 -0.6050917054 -4.258983e-01
## 2690 -0.3886620405 -4.519187e-01 0.2222909385 -0.6506836556 -4.301678e-01
## 2691 -0.4315847306 -3.487829e-01 0.1775097304 -0.6991613438 -3.900135e-01
## 2692 -0.3132791101 -4.937186e-01 0.3228112858 -0.6116435369 -2.893199e-01
## 2693 -0.2462208975 -5.097408e-01 0.3166138975 -0.5005247960 -1.997863e-01
## 2694 -0.0740113026 -6.654401e-01 0.3262437378 -0.2103891022 -4.169302e-02
## 2695 -0.0033770978 -6.570000e-01 0.3035337143 -0.2854357128 4.588301e-03
## 2696 0.0043747293 -6.514912e-01 0.2966500465 -0.3067138774 -2.686455e-02
## 2697 0.2031383439 -7.956182e-01 0.5469438308 -0.1307268595 1.612351e-01
## 2698 0.1994176820 -7.882130e-01 0.4975866796 -0.1130627426 1.372192e-01
## 2699 0.2500857359 -1.041171e+00 0.5392462645 0.0414687720 1.577270e-01
## 2700 0.1698552586 -1.110430e+00 0.5143173807 0.0549954761 2.690305e-01
## 2701 0.2121849691 -1.101565e+00 0.5002126048 0.0674737583 3.289979e-01
## 2702 0.1950642044 -1.057468e+00 0.4824958539 0.0794602711 3.552771e-01
## PC21 PC22 PC23 PC24 PC25
## 1 2.941726e-01 0.6255074443 0.4726139415 -0.7134930699 -0.6663790025
## 2 1.693740e-01 1.0356662997 -0.1716771027 -0.8203409244 -0.5886844701
## 3 1.804139e-01 1.0863249162 -0.2753078632 -0.8577599618 -0.6488300783
## 4 1.236466e-01 0.9948714622 -0.3328515022 -0.9201532652 -0.5721455535
## 5 8.884697e-02 1.0688299208 -0.4172018536 -1.0975914779 -0.3882099254
## 6 -2.284106e-03 0.9747097261 -0.3558928563 -0.7905438432 -0.3712550577
## 7 4.864943e-04 0.9769160423 -0.3544081843 -0.7913467974 -0.3727480471
## 8 -2.099719e-02 0.9026565522 -0.3087385299 -0.7568647243 -0.3794275587
## 9 -1.945282e-02 0.9030652501 -0.3080202800 -0.7575191853 -0.3792388780
## 10 -1.570599e-04 0.9448307050 -0.2823093670 -0.7243216469 -0.3633275073
## 11 -1.942419e-03 1.0085982217 -0.2813003557 -0.7132328984 -0.3711161744
## 12 -5.654416e-04 1.0048849229 -0.2796188069 -0.7095483089 -0.3735293707
## 13 -3.485944e-03 0.9990237521 -0.2838693084 -0.7060444484 -0.3736928521
## 14 3.695631e-02 0.9999044863 -0.3116281238 -0.7835905531 -0.3337671653
## 15 3.644615e-02 0.8088572153 -0.3173968258 -0.6208259012 -0.3319108920
## 16 -2.598188e-03 0.8116000045 -0.3049114398 -0.5364831237 -0.3063213765
## 17 -9.541966e-01 -0.9221465467 -0.1931887413 0.2602030973 0.0344746186
## 18 -9.494676e-01 -0.9170506448 -0.1962437263 0.2589421249 0.0334372156
## 19 -9.664456e-01 -0.9288927184 -0.2261377123 0.2741223513 0.0123296843
## 20 -9.197356e-01 -0.9012479413 -0.1680802232 0.2591769609 -0.0034491296
## 21 -7.352032e-01 -0.8016525470 -0.1282575760 0.0634950849 -0.0010351145
## 22 -7.843118e-01 -0.8435741611 -0.0538635446 0.0977621676 0.0856633473
## 23 -7.199000e-01 -0.8410621127 -0.1404697653 0.1865724796 0.0840939809
## 24 -7.598084e-01 -0.8048809172 -0.1333067169 0.1700100488 0.1408119830
## 25 -7.910549e-01 -0.7585519777 -0.2961225495 0.1973767626 0.0369596308
## 26 -7.936037e-01 -0.7648244346 -0.2970111507 0.2013219947 0.0368272634
## 27 -6.177323e-01 -0.6030952637 -0.2040207415 0.1480915257 -0.0271137391
## 28 -9.132749e-01 -0.6203849877 0.0115421840 0.2453569272 -0.1928581428
## 29 -8.615836e-01 -0.3193637440 0.0902258634 0.7282115289 -0.5788160291
## 30 -9.138807e-01 -0.2489019978 -0.0264942702 0.7151786604 -0.6944950878
## 31 -9.182365e-01 -0.2495655680 -0.0316182940 0.7262636564 -0.6770855700
## 32 -1.979061e+00 -0.5147024737 -0.8424891590 0.4655094634 0.5754155620
## 33 -2.224489e+00 -0.8772243707 -0.9493414977 0.4635879948 0.6949134473
## 34 -3.777661e-01 -0.9534670270 -0.8616132736 1.2549259197 -0.2791396078
## 35 -8.119839e-02 0.0896388932 -0.0033169704 -0.3015417251 0.1074604182
## 36 -9.296843e-02 0.0940914675 -0.0502195420 -0.2571814299 0.0800047947
## 37 2.987173e-02 0.0429757571 0.1807145088 -0.1166904730 0.1749265142
## 38 4.200561e-02 0.0561456221 0.1821765488 -0.1177990465 0.1736217851
## 39 5.718954e-02 0.0220355847 0.1988518717 -0.0720339865 0.1876288609
## 40 1.493275e-01 0.1606499742 0.2027087971 0.0200141598 0.1857214975
## 41 6.268152e-02 0.2205796974 0.1038276355 0.1256521420 0.4908658785
## 42 1.663719e-02 0.4236789888 0.0668807431 0.2009785191 0.4249994416
## 43 2.206574e-02 0.4296910147 0.0699958281 0.1997679704 0.4200020041
## 44 9.278851e-02 0.5159623768 0.0836852677 0.1994962111 0.4505216491
## 45 8.899135e-02 0.5075789068 0.0822821099 0.2049986631 0.4502391329
## 46 5.878146e-02 0.5245623910 0.0501406163 0.2303151880 0.4291412593
## 47 6.022308e-02 0.5248658524 0.0508100818 0.2297160310 0.4294004939
## 48 4.789641e-02 0.5527658293 0.0452203687 0.2372821316 0.4326546892
## 49 4.227041e-02 0.5554932246 0.0146035516 0.2537692613 0.4094801113
## 50 -1.817134e-03 0.2881017757 0.0357769019 0.4779667815 0.6267816295
## 51 1.243650e-01 0.3218217488 0.0102151525 0.6434995102 0.6577750202
## 52 1.312647e-01 0.2884942620 0.0394545014 0.6329747088 0.6609687199
## 53 1.373880e-01 0.2942794978 0.0401126508 0.6322227422 0.6613220847
## 54 2.558831e-01 0.3184864231 0.0345546239 0.6015513213 0.6700412966
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## 887 1.725854e-01 -0.4694912240 0.8903507314 -1.2947377787 -0.6945215448
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## 891 2.454753e-01 -0.5582349900 0.8376313570 -1.1078965668 -0.5958670167
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## 899 1.669436e-01 -0.3895096376 0.8824767590 -0.9096582855 -0.1100729456
## 900 1.271107e-01 -0.3339748808 0.8288163450 -0.9233459401 -0.0649512061
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## 903 6.806440e-01 -0.1271171071 0.5234804818 -0.8931455690 0.1517418188
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## 908 8.594188e-01 -0.2175664613 0.5711359700 -0.7759823001 0.0879278195
## 909 7.002014e-01 -0.1548680018 0.5169621641 -0.9082539209 0.3113580468
## 910 7.602503e-01 -0.1592252996 0.4939098592 -0.9017839696 0.2984991317
## 911 6.582947e-01 -0.2823675180 0.4815385809 -0.9403323641 0.0635306966
## 912 5.546425e-01 -0.2349529659 0.2860121292 -1.0441996616 0.1573632114
## 913 6.295024e-01 -0.1632506874 0.4092076775 -1.1102017548 0.1433768436
## 914 6.376997e-01 -0.1696166176 0.4651172449 -1.0789753554 0.1286756609
## 915 6.881052e-01 -0.1622254451 0.4265529235 -1.2323200860 0.3266141826
## 916 5.966504e-01 -0.3998914768 0.7764429994 -1.4850722748 0.2052049897
## 917 6.307352e-01 -0.3728583878 0.7185716468 -1.4199173975 0.2037217568
## 918 6.131006e-01 -0.3444775876 0.5988365746 -1.4198444478 0.1224513838
## 919 5.165332e-01 -0.3502675382 0.6192731219 -1.4479963902 -0.0154445480
## 920 4.829125e-01 -0.2934920505 0.4863375396 -1.4965890721 -0.0284181118
## 921 3.939467e-01 -0.4151491231 0.5637358473 -1.4025689462 0.0719114304
## 922 4.289208e-01 -0.3068355890 0.5795051658 -1.4155434879 0.2748187939
## 923 4.402105e-01 -0.3207852805 0.5690621251 -1.4459199805 0.3464453250
## 924 4.523347e-01 -0.2221868897 0.5296573790 -1.6681456378 0.4475546591
## 925 3.957506e-01 -0.1409546492 0.3490171416 -1.6514775015 0.3469243212
## 926 2.307145e-01 -0.0019528104 0.1060265316 -1.8374216077 0.3529492679
## 927 2.111133e-01 -0.0039797296 0.0099021865 -1.8777433076 0.4105455605
## 928 5.224373e-02 -0.0667337725 -0.0146067296 -1.7858382639 0.5201111193
## 929 4.018680e-01 -0.0487663550 -0.0955492583 -2.0343282088 0.7018098664
## 930 5.397741e-01 -0.0041280305 -0.2154532298 -2.1623345793 0.8145298163
## 931 6.192130e-01 0.0368670507 -0.1578476131 -2.2263322189 0.8083321266
## 932 6.787879e-01 -0.0511253138 -0.2452401554 -2.2130831147 0.8110172820
## 933 6.790217e-01 -0.0978669505 -0.3310761990 -2.2055131467 0.7786457128
## 934 7.196528e-01 0.1791268261 -0.1884821515 -2.5128732206 0.8605310862
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## 938 8.170886e-01 0.0414936202 -0.1632393326 -2.2995409193 0.8327933693
## 939 8.237115e-01 0.0509902762 -0.1669346803 -2.3039042846 0.8250955556
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## 941 5.008803e-01 -0.0709972187 -0.3206653958 -2.2650622488 0.9702616202
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## 943 2.748895e-01 -0.3175165541 -0.3062874442 -2.2398452997 0.9435237356
## 944 1.109197e-01 -0.4837318872 -0.2366333993 -2.4326132413 0.9675160106
## 945 1.245506e-02 -0.5858296489 -0.2555712382 -2.4704601594 0.9608568727
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## 952 1.697555e-01 -0.2125543541 -0.3313200117 -0.0798696368 0.4126000376
## 953 2.192001e-01 -0.2326105921 -0.3249373419 0.0131672357 0.4627859671
## 954 2.229007e-01 -0.3788822914 -0.2438698679 0.0038579285 0.6062631202
## 955 1.802884e-01 -0.2324543501 -0.1721025808 0.0189312352 0.3850485130
## 956 1.847797e-01 -0.2874669044 -0.1674967740 -0.0093226551 0.4208187581
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## 958 1.131640e-01 -0.2376987925 -0.0231293817 -0.0052102884 0.3082204968
## 959 -4.393628e-04 -0.1438899134 -0.2299622986 -0.1410044411 0.5220847425
## 960 4.410336e-02 -0.1226090015 -0.2921795623 -0.1363960863 0.6076528043
## 961 2.798663e-02 -0.0626383672 -0.5594329922 -0.0819337460 0.5086758190
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## 970 -1.003937e-01 -0.1324873443 -0.8747965307 0.1959811185 0.7277501591
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## 972 -5.698696e-02 -0.3243786642 -0.8039580307 0.4415187675 0.8272019600
## 973 -4.638635e-02 -0.3595901041 -0.8276019741 0.5363320251 0.8352096599
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## 975 1.321638e-01 -0.5927039901 -0.7391997522 0.2176715987 0.4647090661
## 976 1.700144e-01 -0.5847339095 -0.7461782123 0.0665887980 0.4978566461
## 977 4.244282e-01 -0.3605828617 -0.3360571840 -0.0042996599 0.6310149525
## 978 3.369698e-01 -0.5296814148 -0.3425367308 -0.0477093602 0.8641857949
## 979 1.072185e+00 -1.2300323056 -0.4248444403 0.4890275175 0.5503459598
## 980 1.057107e+00 -1.2003000249 -0.3882796698 0.5165884463 0.5719679078
## 981 1.017493e+00 -1.1666004592 -0.3777742366 0.4788583949 0.6226232806
## 982 1.145819e+00 -1.1005772644 -0.4428802409 0.7089600171 0.5514616467
## 983 1.109990e+00 -1.2064942975 -0.3163830233 0.8085400108 0.4548627062
## 984 1.188684e+00 -1.1686106751 -0.2999979295 0.8174563076 0.4750150812
## 985 1.227005e+00 -1.0528822052 -0.4670553419 0.9940445256 0.4541950737
## 986 1.255785e+00 -1.0923492661 -0.5148345542 0.9637466830 0.4625047414
## 987 1.215835e+00 -1.1654845608 -0.4170265612 0.9519982650 0.4254199300
## 988 1.693991e+00 -1.0001465092 0.0990625389 0.8572516332 0.5095671756
## 989 1.699828e+00 -0.9958872929 0.1150919397 0.8409054119 0.5038433864
## 990 1.709461e+00 -1.0097122633 0.1160434886 0.8502760646 0.5048617949
## 991 1.734368e+00 -1.0069976426 0.1466766728 0.8002922247 0.5475061132
## 992 1.725179e+00 -0.9684716060 0.0826950102 0.8051358953 0.5110184050
## 993 1.833537e+00 -0.8692268354 0.0197228686 0.7494079110 0.6850654464
## 994 1.850518e+00 -0.8901136252 0.0458988926 0.7975930006 0.6862634684
## 995 1.910601e+00 -0.8648725674 -0.0017633103 0.8374883720 0.6815607581
## 996 1.917673e+00 -1.0353052729 -0.0711746897 1.0786415225 0.7122354991
## 997 1.922306e+00 -1.0357818848 -0.0689137310 1.0851343398 0.7147039068
## 998 1.899709e+00 -1.1619214138 -0.0687359866 1.1837964916 0.7841440071
## 999 2.023637e+00 -1.1516397570 -0.0956748814 1.2373071315 0.8078542750
## 1000 1.964252e+00 -1.1472040387 -0.0598227116 1.2731885173 0.9303891864
## 1001 1.960727e+00 -1.1534299825 -0.0645964389 1.2753883739 0.9313091233
## 1002 2.085624e+00 -1.0466749568 0.0527317721 1.3128619989 0.8722156703
## 1003 1.988098e+00 -1.0585978817 -0.0482135841 1.3115305705 1.1390614256
## 1004 2.186173e+00 -1.0952267109 -0.2009172298 1.4345661809 1.2956830337
## 1005 2.190000e+00 -1.0964261606 -0.1959135276 1.4366835685 1.2882069902
## 1006 2.218412e+00 -1.1757199927 -0.3179275041 1.3537883726 1.3051439606
## 1007 2.205133e+00 -1.1999806516 -0.3873466933 1.3745265472 1.2755545404
## 1008 2.182659e+00 -1.1979607220 -0.4508560463 1.2589961435 1.4586422136
## 1009 2.261761e+00 -1.1219409614 -0.3259863570 1.1915748173 1.4421078987
## 1010 2.393904e+00 -0.9933951059 -0.1283037694 1.0713862604 1.3925239599
## 1011 2.403524e+00 -0.9841730169 -0.1235667969 1.0668963694 1.3863273754
## 1012 2.413183e+00 -1.0362320620 -0.0371481476 1.2021000193 1.3101587687
## 1013 2.404304e+00 -1.0422416652 0.0199608951 1.2646579336 1.2804968932
## 1014 2.431726e+00 -1.1399213085 0.0872601542 1.4121994578 1.2992336547
## 1015 2.482778e+00 -1.1185592121 0.1281427089 1.3855837398 1.2916693384
## 1016 2.642925e+00 -1.0568779704 0.0320214237 1.4667133160 1.3552055802
## 1017 2.730886e+00 -0.9657362480 0.0436262675 1.4838321948 1.3389576398
## 1018 2.770047e+00 -0.9262834794 -0.0074826148 1.5370115457 1.3301201776
## 1019 2.944181e+00 -0.5003705639 -0.2110312510 1.5412938780 1.4437282998
## 1020 2.862911e+00 -0.5170141054 -0.3133885324 1.3809966260 1.6652891441
## 1021 2.650381e+00 -0.6645720825 -0.2059385539 1.4343034719 1.7320297428
## 1022 2.628072e+00 -0.7011924917 -0.2913342067 1.4296090186 1.7004313037
## 1023 2.409521e+00 -0.8640977245 -0.1603425659 1.2504037663 1.7935922496
## 1024 2.549367e+00 -0.6667655035 0.0447830779 1.2463868750 1.9013577510
## 1025 2.552919e+00 -0.6643216206 0.0472073335 1.2479118529 1.8960473974
## 1026 2.546149e+00 -0.6685237095 -0.0044500821 1.2407023867 1.8364300686
## 1027 2.502156e+00 -0.8659971005 -0.0330473389 1.3648539079 1.8035310773
## 1028 2.573159e+00 -0.8496153545 -0.0503641573 1.3159413455 1.8476173683
## 1029 2.634581e+00 -0.7407804404 0.0792145587 1.2788477326 1.8160125552
## 1030 2.644999e+00 -0.7540321017 0.0814357680 1.2876140373 1.8141936213
## 1031 2.485453e+00 -0.8684505101 0.2437043922 1.2331819764 1.7060421816
## 1032 2.493824e+00 -0.8795184442 0.2609082312 1.2415343134 1.7047080144
## 1033 2.453182e+00 -0.9831536536 0.3372507447 1.2362001435 1.6770798941
## 1034 2.471751e+00 -0.9628642562 0.3412778092 1.2316732269 1.6715342558
## 1035 2.480174e+00 -0.9098203418 0.3392924094 1.2399979090 1.6658457333
## 1036 2.517660e+00 -0.9970712187 0.4324460867 1.0661456843 1.8436051208
## 1037 2.390274e+00 -1.0848114819 0.6235239208 0.9993334224 1.7953322149
## 1038 2.841625e-01 0.9654463075 -1.1403567258 1.5071331691 -0.4936439311
## 1039 2.683868e-01 0.9685319361 -1.1719983820 1.5548029877 -0.5312561867
## 1040 -1.117661e-01 -0.4147754643 -0.3950456588 0.6677285492 -0.0146299926
## 1041 -2.634473e-01 -0.4980770689 -0.3795319037 0.5663259060 -0.0069983658
## 1042 -2.413258e-01 -0.5923519712 -0.1120274816 0.4537610475 0.1302005033
## 1043 -2.169698e-01 -0.6011816909 -0.0790018233 0.4911842702 0.1069805694
## 1044 -2.148532e-01 -0.6501893218 -0.0359647545 0.5045474751 0.1288733630
## 1045 -6.359697e-02 -0.4733562543 0.1103970565 0.5743786357 0.2491157689
## 1046 -3.583190e-02 -0.5177981624 0.3391227503 0.4390247566 0.3174014851
## 1047 -1.030719e-01 -0.6408183478 0.3424409174 0.4760513445 0.4438089188
## 1048 1.253333e-02 -0.7005316140 0.3815687008 0.3963190247 0.5483415936
## 1049 3.695303e-02 -0.7208570936 0.3907913550 0.4422489480 0.5332858819
## 1050 5.289719e-02 -0.6403387114 0.5203391768 0.3242803062 0.5043556659
## 1051 5.274654e-02 -0.6174895834 0.5299953133 0.3614730312 0.4879073148
## 1052 1.438826e-01 -0.5020197020 0.6764916453 0.4396286435 0.5922838205
## 1053 1.628524e-01 -0.4916165673 0.7002802927 0.4599662490 0.6013107671
## 1054 2.890387e-01 -0.5385563612 0.7263946711 0.4007266945 0.6330708519
## 1055 3.245782e-01 -0.6279558858 0.5509291938 0.3154030171 0.6024979418
## 1056 4.130178e-01 -0.8353526769 0.5737794090 0.3688369004 0.6504418427
## 1057 4.203523e-01 -0.7739147772 0.6590686369 0.3235695451 0.6559126987
## 1058 5.318894e-01 -0.6551112731 0.7162359465 0.2408123371 0.5404082139
## 1059 5.473951e-01 -0.6617831400 0.7304782161 0.2693926396 0.5272060615
## 1060 5.396880e-01 -0.6465652956 0.7900685095 0.2730042617 0.5161090475
## 1061 6.087805e-01 -0.6146439005 0.7652450608 0.1201541163 0.7173140963
## 1062 6.699198e-01 -0.4595068568 0.9156074240 0.1608354809 0.8447505172
## 1063 7.005367e-01 -0.4673648022 0.9338635309 0.1967958173 0.8215720575
## 1064 6.906241e-01 -0.4290255170 0.9546918749 0.2315597366 0.8218448693
## 1065 7.270598e-01 -0.3127551907 0.9659955954 0.2545577407 0.7991538152
## 1066 8.705365e-01 -0.3014563613 0.9384283484 0.1412752989 0.8333720986
## 1067 8.911592e-01 -0.3107876400 0.9597671355 0.1705655685 0.8303970322
## 1068 9.139509e-01 -0.2381853596 0.9454508204 0.2025313952 0.8418742184
## 1069 9.461594e-01 -0.4556137464 1.0075098972 0.2182735479 1.0591178370
## 1070 9.567344e-01 -0.4892676491 1.0685547635 0.2438535623 1.0446934883
## 1071 8.660368e-01 -0.1955045909 0.8785884585 0.1564901442 0.7812126653
## 1072 8.018994e-01 -0.2079454695 0.8008087182 0.1126689575 0.8119479832
## 1073 8.170393e-01 -0.2031592635 0.8056399705 0.1417022961 0.8098393987
## 1074 8.234360e-01 -0.1951977451 0.8166983832 0.1537832775 0.7982168639
## 1075 7.277038e-01 -0.3965058187 0.9246622199 0.2069806830 0.9432019364
## 1076 7.151742e-01 -0.3780490404 0.8675277131 0.2207082247 0.9073053952
## 1077 7.427497e-01 -0.3895637838 0.8841555384 0.2577940926 0.8870550583
## 1078 8.282070e-01 -0.3545423126 0.9218935541 0.2729902508 0.8920037246
## 1079 9.006749e-01 -0.4106576975 0.9752317846 0.3687442904 0.9714142894
## 1080 8.191643e-01 -0.3355846294 0.8936847616 0.2933907321 1.1076663877
## 1081 8.124345e-01 -0.3671605600 0.9040873421 0.2939637204 1.0995754007
## 1082 8.000057e-01 -0.4332575308 0.8099599761 0.4799150491 1.2472823675
## 1083 8.369702e-01 -0.4859131815 0.7935724652 0.5912968065 1.2608207938
## 1084 7.604490e-01 -0.4081392615 0.6806219416 0.5408881803 1.2858975382
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## 1486 3.554210e-01 1.2856461908 -0.6994012565 0.8908373433 -0.3457826739
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## 1500 -4.349667e-01 0.0826973277 -0.4835189011 0.0279484561 1.0261484371
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## 1503 -5.483895e-01 0.0718289025 -0.4430184834 0.1251207277 1.0220430986
## 1504 -5.984085e-01 0.1297879564 -0.4738426915 0.0067714940 1.1924199469
## 1505 -6.317406e-01 0.2296486908 -0.5089806348 -0.0404970528 1.1536878551
## 1506 -6.652471e-01 0.2602511347 -0.5647411282 0.0525196346 1.0721244766
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## 1509 -8.152576e-01 0.0934233084 -0.6752185916 0.2544198673 1.0814579223
## 1510 -6.216749e-01 0.0532217243 -0.8646421064 0.3693082538 1.2262438746
## 1511 -6.923761e-01 0.1475644511 -0.9277929553 0.3935644581 1.1308894245
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## 1513 -1.630870e+00 1.2673751555 -0.6917841814 0.8384731049 0.6154415463
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## 1515 -1.562005e+00 1.1689100241 -0.6281222042 0.9617900625 0.6171638909
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## 1517 -1.575138e+00 1.1468577481 -0.6327999672 0.9705512052 0.6051700413
## 1518 -1.752188e+00 1.2195627643 -0.6758222396 0.9209919937 0.5221927358
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## 1520 -1.768634e+00 1.2043525001 -0.6705649420 1.0154827746 0.4869056671
## 1521 -1.802322e+00 1.1620449436 -0.6888565330 0.9626360696 0.5596779517
## 1522 -1.886628e+00 1.2423541676 -0.7419094106 1.0509033521 0.6767560377
## 1523 -1.881251e+00 1.2223301530 -0.7440116046 1.0779516841 0.6621447769
## 1524 -1.916527e+00 1.2483869401 -0.8029306586 1.0801157555 0.6102116218
## 1525 -1.931434e+00 1.0937972885 -0.6951549146 0.8597305280 0.1145397991
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## 1528 -2.243193e+00 1.2969187647 -0.4575044167 1.4910714748 0.2263693352
## 1529 -2.246991e+00 1.2738084043 -0.4497835370 1.4892695130 0.2179373780
## 1530 -2.249521e+00 1.2694086637 -0.4541569691 1.4899223674 0.2184079199
## 1531 -2.384433e+00 1.3075913872 -0.4044874420 1.7597888168 0.5169644720
## 1532 -2.332358e+00 1.2337651202 -0.6615105578 1.8808111636 0.6344432255
## 1533 -2.313963e+00 1.2405122569 -0.8038712206 1.7632057398 0.7109653063
## 1534 -2.288771e+00 1.2613933601 -0.7866663405 1.7231500923 0.5886280495
## 1535 -2.312949e+00 1.2012738472 -0.7891688510 1.7301015307 0.6218291501
## 1536 -2.358117e+00 1.1997879450 -0.8071249627 1.7500564989 0.6114194255
## 1537 -2.477519e+00 0.8907087704 -0.7689080859 1.8047375785 0.8453720052
## 1538 -2.528301e+00 0.7946000350 -0.8344888037 1.8931126957 0.9953570526
## 1539 -2.477410e+00 0.8308319384 -0.8998605365 1.9666701811 1.0005423007
## 1540 -2.502727e+00 0.6171397786 -0.8765700310 2.0778763657 0.9991383844
## 1541 -2.511389e+00 0.6807281656 -0.9798625673 2.0374417846 0.9103044742
## 1542 -2.471839e+00 0.7515465052 -0.9775403381 2.0522364733 0.8612155859
## 1543 -2.364948e+00 0.6092611772 -0.9640833115 2.1785384290 0.9771334165
## 1544 -2.389718e+00 0.5831151428 -0.9441752410 2.2103672572 0.9791960714
## 1545 -2.381623e+00 0.5594342634 -0.9749514475 2.1730118307 1.0501321136
## 1546 -2.387392e+00 0.5023050625 -1.0792644555 2.1339941330 1.0162120908
## 1547 -2.309717e+00 0.5343067756 -1.0200184364 2.0383386029 1.0496585066
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## 1550 -2.091173e+00 0.3954721758 -0.7868090940 1.5422486204 0.5375700836
## 1551 -2.087073e+00 0.3995813469 -0.7845092155 1.5412418689 0.5343248701
## 1552 -3.925245e-01 -0.9625651159 -0.8877258089 1.2711309213 -0.2983910373
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## 1554 -7.370883e-02 -0.4483755645 0.8484432178 -0.0812028132 -0.0257852646
## 1555 -1.921219e-01 -0.4258080732 0.9196547680 -0.0104406891 -0.0820628469
## 1556 -1.585995e-01 -0.2925037862 1.0080913394 -0.3511796587 0.1409688040
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## 1558 -5.358491e-02 -0.2044720932 0.9703999219 -0.3953758697 0.3235795948
## 1559 2.483680e-02 -0.2120331941 0.9324763947 -0.4431606003 0.3372741694
## 1560 1.318075e-01 0.0245597963 0.8009982152 -0.3781138572 0.4616435256
## 1561 1.236174e-01 0.0310120944 0.7760262342 -0.4467670790 0.5503106625
## 1562 2.224368e-01 0.1731753298 0.8385386983 -0.4020645713 0.4048112214
## 1563 2.343501e-01 0.1713113103 0.8449794080 -0.3932606048 0.3988448146
## 1564 3.641953e-01 0.1452923454 0.6767300972 -0.6409804586 0.4268419465
## 1565 3.528927e-01 0.1304833767 0.7261985807 -0.4193585619 0.6331371301
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## 1591 -1.423528e+00 0.5405446329 1.3653745977 -0.9624196124 0.3225791597
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## 1613 -1.057964e+00 0.3839514966 1.3837878277 0.1280669310 -0.7466421138
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## 1635 4.307693e-02 0.3487365121 2.1196845328 -0.3224265250 -1.5165058351
## 1636 5.052957e-01 1.7350019448 0.1254288082 -0.3097217612 -0.1627258030
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## 1642 3.788129e-01 -0.0539404403 -0.0499501997 0.1025061284 0.4549717345
## 1643 4.407740e-01 -0.0237511807 -0.1500789942 0.1461600672 0.4442346452
## 1644 4.629507e-01 -0.0299055532 -0.1280943947 0.1723144647 0.4396068809
## 1645 5.891322e-01 0.1086570239 -0.0744800416 -0.0649921572 0.5198889682
## 1646 3.926240e-01 -0.0876840065 0.1324613242 -0.1289678897 0.4376313459
## 1647 2.961452e-01 -0.2093761542 0.1437776370 -0.1770283677 0.3665512068
## 1648 2.927338e-01 -0.2754709452 0.1235285316 -0.1021506809 0.3515743595
## 1649 3.003788e-01 -0.2228801327 0.1215578370 -0.0964463359 0.3475729448
## 1650 2.822434e-01 -0.3658094386 0.0977453356 -0.1288767748 0.5052840219
## 1651 2.123962e-01 -0.2868301754 -0.0627628061 -0.0930800998 0.5017220914
## 1652 1.256620e-01 -0.2548943235 -0.1714256933 -0.0096810914 0.4308137124
## 1653 1.261557e-01 -0.2572208645 -0.1709818639 -0.0081723899 0.4296359803
## 1654 3.984481e-02 -0.2880865542 -0.2242255330 -0.0572235825 0.4587112527
## 1655 1.521270e-02 -0.2160418939 -0.2703194456 -0.0508899486 0.5141489557
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## 1670 -1.352698e+00 -0.4810372530 0.0290663071 0.3223712669 0.8499004276
## 1671 -1.789211e+00 -0.6037828100 -0.3286681624 0.2968368528 1.5619524160
## 1672 -1.724914e+00 -0.5790847479 -0.2009686990 0.3934598814 1.4160646873
## 1673 -1.796617e+00 -0.7461664614 -0.1785622372 0.4147161397 1.5551334740
## 1674 -1.816186e+00 -0.7732493955 -0.2001302662 0.4252860300 1.5556687258
## 1675 -1.860662e+00 -0.8470438758 -0.1670543433 0.4643573548 1.7515992341
## 1676 -1.864035e+00 -0.8895640482 -0.1364040844 0.4737928138 1.7431429883
## 1677 -1.803790e+00 -0.7030510879 -0.1902619929 0.3094904263 1.6817707907
## 1678 -1.820299e+00 -0.7300392760 -0.1645371634 0.3342850096 1.6319418712
## 1679 -1.844568e+00 -0.7215680080 -0.1333702743 0.3660484660 1.6135041126
## 1680 -1.857214e+00 -0.5519224284 -0.3028208967 0.5370879540 1.5846201822
## 1681 -1.872985e+00 -0.6081007284 -0.3499900984 0.5585535419 1.5139401463
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## 1683 -1.940563e+00 -0.5077235086 -0.3610067572 1.2952456803 1.1960335695
## 1684 -1.938685e+00 -0.5111874825 -0.3599180969 1.2930125008 1.1880036191
## 1685 -1.936336e+00 -0.5081595012 -0.3612436166 1.2908826123 1.1848236090
## 1686 -1.934494e+00 -0.5040435679 -0.3574306846 1.3210854519 1.3089764345
## 1687 -1.861978e+00 -0.4716422902 -0.3096382630 1.2962891219 1.4136827817
## 1688 -1.858860e+00 -0.4679777723 -0.3148943541 1.2501459498 1.4872731676
## 1689 -1.854665e+00 -0.5513327681 -0.2784302670 1.2215556122 1.5611127732
## 1690 -1.827525e+00 -0.5494181846 -0.2472910582 1.2638075336 1.5581150309
## 1691 -1.845465e+00 -0.5851779969 -0.2208704244 1.2616426234 1.5424258960
## 1692 -1.872272e+00 -0.5858387034 -0.2139563380 1.2450982775 1.4951733676
## 1693 -1.942847e+00 -0.7598089638 -0.3011027443 1.2821222698 1.6258277833
## 1694 -1.626242e+00 -0.6431023896 -0.5268040660 1.2013553028 1.5979069817
## 1695 -1.704939e+00 -0.7612035794 -0.7680465091 1.1376904204 1.5953246264
## 1696 -1.689312e+00 -0.7828540390 -0.7877021405 1.1827786019 1.5998857800
## 1697 -1.747417e+00 -0.7574053703 -0.8264273657 1.1954324561 1.5075787324
## 1698 -1.784036e+00 -0.7312723222 -0.8627133159 1.2611111560 1.5047798471
## 1699 -1.728732e+00 -0.6747175885 -0.8473764776 1.1852340595 1.4299263899
## 1700 -1.703735e+00 -0.6771934500 -0.8234560160 1.2123767086 1.4198721897
## 1701 -1.637321e+00 -0.6207439778 -0.7742287125 1.2944624204 1.5346988325
## 1702 -1.644259e+00 -0.6437444886 -0.7304613611 1.3126396271 1.4961978891
## 1703 -1.545545e+00 -0.6094807851 -0.7926657588 1.4222443471 1.5122941902
## 1704 -1.499603e+00 -0.5858256455 -0.8659144715 1.4845220115 1.5126445333
## 1705 -1.457486e+00 -0.7830542249 -0.6898684710 1.6487517892 1.5496415234
## 1706 -1.419301e+00 -0.7708802645 -0.6702248452 1.6440483448 1.5522970459
## 1707 -1.409447e+00 -0.7596161829 -0.6670665284 1.6424529893 1.5479173787
## 1708 -1.387710e+00 -0.7425747773 -0.7203370230 1.6322668441 1.4924683013
## 1709 -1.384939e+00 -0.7403684611 -0.7188523510 1.6314638899 1.4909753119
## 1710 -1.309301e+00 -0.6678590383 -0.5955018410 1.5657093409 1.4775287912
## 1711 -1.150730e+00 -0.7577376515 -0.4903007549 1.5372050734 1.4793618227
## 1712 -1.166265e+00 -0.7588275507 -0.5697439687 1.5297135013 1.3829994922
## 1713 -1.172877e+00 -0.7680228709 -0.5791170850 1.5314902299 1.3840379967
## 1714 -1.246986e+00 -0.6650460140 -0.6586324759 1.3808873772 1.5153486892
## 1715 -1.174703e+00 -0.5800431381 -0.5827147146 1.3264667160 1.4259701889
## 1716 -1.365412e+00 -0.4923683322 -0.7275214843 1.4359971477 1.5924629912
## 1717 -1.170828e+00 -0.5354686564 -0.9176448937 1.5552453869 1.7469795183
## 1718 -1.165352e+00 -0.5292762930 -0.9008440715 1.5425214116 1.7474060545
## 1719 -1.110135e+00 -0.4893407340 -0.8552269174 1.4964752692 1.7214490399
## 1720 -1.144902e+00 -0.4535002793 -0.9353910119 1.4287604258 1.8631241267
## 1721 -9.114682e-01 -0.4224571804 -0.4631082141 1.4083663599 1.9474618078
## 1722 -8.565419e-01 -0.3581217240 -0.2675479480 1.4714359148 1.8865133897
## 1723 -9.308009e-01 -0.3775224691 -0.4834224161 1.4801146004 1.7565003956
## 1724 -7.992074e-01 -0.1222669749 -0.4708905245 1.4185958497 1.5525138330
## 1725 -6.894489e-01 -0.0473742605 -0.3914059372 1.4323184746 1.5061438923
## 1726 -7.523553e-01 0.0134995654 -0.3864543151 1.4858638185 1.4728991457
## 1727 -8.089558e-01 -0.1047910285 -0.4287466675 1.5495016790 1.5624250766
## 1728 -6.821938e-01 0.0239941294 -0.3586537763 1.3513485359 1.4888220805
## 1729 -5.359505e-01 0.1705017182 -0.2882245879 1.2702042307 1.3713790072
## 1730 -5.016720e-01 0.2013999932 -0.2735736531 1.2645640279 1.2044229981
## 1731 -2.968061e-01 0.4269401660 -0.2851173363 1.1162184792 1.0727145401
## 1732 2.803648e-02 0.9012538082 -0.3089942323 0.9943326915 0.7101996118
## 1733 6.927389e-01 1.5730459049 0.0012288596 0.6341880980 0.2246847121
## 1734 -3.539073e-01 -0.9199436142 -0.8468035493 1.2618315384 -0.2813925184
## 1735 -1.640320e-01 -0.3453791529 -0.1764536116 0.1264659443 -0.0550976383
## 1736 -1.669197e-01 -0.3738805561 -0.4873045856 0.7169051219 -0.1254440151
## 1737 -1.580599e-01 -0.3886247917 -0.5073714628 0.7371839571 -0.1264173941
## 1738 -8.635643e-02 -0.2736447811 -0.0972214388 0.3924820272 -0.0984850293
## 1739 -1.252326e-01 -0.2807920697 -0.0186485566 0.3633482948 -0.1784655791
## 1740 -2.740867e-01 -0.5205128173 0.2405720996 0.1242979105 -0.2747150215
## 1741 -2.735271e-01 -0.5491414455 0.2287654761 0.1793064945 -0.2825811665
## 1742 -2.701216e-01 -0.5400742377 0.1274149523 0.3138344592 -0.3325673284
## 1743 -2.587806e-01 -0.5146172488 0.1438383776 0.3357949443 -0.3226382838
## 1744 -7.058181e-02 -0.5457850463 -0.0206622543 0.2922977617 -0.2615344595
## 1745 -3.480724e-02 -0.4722500673 -0.1119611282 0.2208927154 -0.2507013837
## 1746 -4.207581e-02 -0.5056508995 -0.0713639183 0.1756884324 -0.2281190896
## 1747 -3.326314e-02 -0.4493878170 -0.0559462468 0.1823724809 -0.2163520335
## 1748 -8.842095e-02 -0.3798001214 -0.0466108356 0.2345748778 -0.2482165280
## 1749 2.114247e-01 -0.3979249251 -0.0824660832 0.0339863194 -0.1659280347
## 1750 2.133966e-01 -0.3958008002 -0.0844458241 0.0324402626 -0.1691841766
## 1751 2.210184e-01 -0.4400240538 -0.0617625075 0.0655661146 -0.2027726753
## 1752 2.256707e-01 -0.4407516737 -0.0601772743 0.0707454043 -0.1973749248
## 1753 7.224300e-02 -0.5307824453 0.1552464318 -0.0322249792 -0.2661126192
## 1754 -1.672842e-01 -0.9660397687 0.5208199766 -0.0235626535 -0.2284650749
## 1755 -2.774317e-01 -1.0208931713 0.3510369542 0.0728019846 -0.0330384213
## 1756 -2.824106e-01 -0.9827609361 0.4313562869 -0.0136016259 -0.0690711701
## 1757 -2.900500e-01 -1.0027444618 0.5711940844 0.0818206754 -0.0357976910
## 1758 -4.950303e-01 -1.2172576223 0.8447914665 -0.0237696758 -0.1376588212
## 1759 -4.882268e-01 -1.2304640417 0.8238149098 -0.0193062783 -0.1383113270
## 1760 -4.705485e-01 -1.2130000137 0.8766337249 -0.0651203505 -0.1277538492
## 1761 -4.751917e-01 -1.2239320058 0.8670344199 -0.0596756901 -0.1173839690
## 1762 -5.219379e-01 -1.2277862853 0.8126449640 -0.1083554698 -0.2009872375
## 1763 -1.679248e-02 -1.7399890737 0.7435169388 0.4414116950 -0.4178480559
## 1764 -2.762720e-02 -1.6996630515 0.6996674068 0.4585509242 -0.4604095303
## 1765 -9.478840e-03 -1.8949049041 0.7912810614 0.6042178908 -0.4337809927
## 1766 3.218813e-02 -1.8008734290 0.7296511763 0.5369527659 -0.4623929948
## 1767 2.047455e-02 -1.8164791391 0.7121290212 0.5420733193 -0.4920064452
## 1768 6.114999e-02 -1.6769465912 0.8667243042 0.4800113808 -0.3163909674
## 1769 7.186345e-02 -1.6579920320 0.8778354294 0.4901128590 -0.3159735708
## 1770 1.155602e-01 -1.6111875515 0.8288940687 0.5404958016 -0.3281444675
## 1771 8.303002e-02 -1.3998121260 0.8476713250 0.4254173668 -0.4328223277
## 1772 4.073090e-02 -1.2656614580 0.7982968101 0.4570626023 -0.5274937239
## 1773 3.658208e-02 -1.2270568995 0.7951126062 0.4636099603 -0.5292843807
## 1774 3.847856e-02 -1.1114756450 0.6298169753 0.2526011672 -0.1775406438
## 1775 -1.247243e-01 -1.3702403493 0.7511995467 0.0635385558 -0.2669508238
## 1776 2.828976e-01 -1.2420463384 1.2270213921 -0.0181064218 -0.1784287521
## 1777 3.031658e-01 -1.2384673010 1.2084745418 -0.0145006424 -0.1841771306
## 1778 3.538868e-01 -1.2316582864 1.2100828968 -0.0426414978 -0.1374037575
## 1779 3.598326e-01 -1.2707894475 1.1470549543 -0.0379076551 -0.0054256112
## 1780 3.714469e-01 -1.3985386580 1.2287096846 -0.0119750781 0.0459031638
## 1781 6.059143e-01 -1.2463240172 1.7783092792 -0.0418226585 0.1210305017
## 1782 6.414575e-01 -1.1267680273 1.8061596876 -0.1981311356 -0.0703269243
## 1783 6.697684e-01 -0.9872534688 1.9801471163 -0.1391886679 0.0405825434
## 1784 6.847994e-01 -0.9862447771 2.0011198065 -0.1346653253 0.0353497465
## 1785 7.045399e-01 -1.0612171405 2.0851700517 -0.1090776744 0.0956266466
## 1786 7.025222e-01 -1.0642345039 2.0812679845 -0.1103638519 0.0964238720
## 1787 7.124345e-01 -1.0358721077 1.9364578952 -0.1568831089 0.0274228200
## 1788 6.103158e-01 -1.0893085876 1.9592995517 0.0326684855 -0.0665944312
## 1789 5.533678e-01 -1.0464078202 1.9799694569 0.1353953128 -0.0893944130
## 1790 4.845721e-01 -1.1779682126 2.0388157413 0.2348626223 0.0041061810
## 1791 5.384010e-01 -1.1006679342 1.9860648343 0.2456602998 -0.0318388561
## 1792 5.233243e-01 -1.1579259627 1.9586830029 0.2473116328 -0.0782610344
## 1793 5.082630e-01 -1.2486845899 2.0122324549 0.2426496779 -0.0143792467
## 1794 7.844247e-01 -1.0551739229 2.5709722190 0.0964936449 -0.1062189931
## 1795 7.849103e-01 -1.0561094905 2.5718244987 0.0968549904 -0.1075522950
## 1796 8.120458e-01 -1.0499274473 2.5581890537 0.0816812033 -0.1018061711
## 1797 8.231983e-01 -1.0377290972 2.5595935049 0.0800635474 -0.1028755206
## 1798 1.154121e+00 -0.9512227256 3.0646856227 -0.0319417469 -0.0390690369
## 1799 1.235496e+00 -0.8918549626 3.1664021999 -0.0924248444 -0.0535833657
## 1800 1.241112e+00 -0.8909506201 3.1934338092 -0.1088625187 -0.0386457850
## 1801 1.232580e+00 -0.9096950205 3.1156127113 -0.1160785010 -0.0745400233
## 1802 1.113099e+00 -1.1230474417 3.1649227228 -0.2518577660 -0.1200579681
## 1803 1.039629e+00 -1.2137410615 3.2618833905 -0.2630377454 -0.1641997002
## 1804 1.004649e+00 -1.2508316340 3.3009896493 -0.3807561664 0.0848969465
## 1805 1.124220e+00 -1.2635584401 3.0782158158 -0.4131187206 0.0441274553
## 1806 1.149268e+00 -1.2087267925 2.9885171301 -0.3412557493 0.0622978224
## 1807 1.230889e+00 -1.1632508791 3.0687116628 -0.4083686864 0.0492807599
## 1808 1.239378e+00 -1.1476023528 3.0875854684 -0.4166955952 0.0762742943
## 1809 1.273132e+00 -1.1726817145 3.1537980261 -0.3603921791 -0.0176114734
## 1810 1.273981e+00 -1.1971643504 3.0544432977 -0.4070044484 -0.0882084700
## 1811 1.488469e+00 -0.9303126214 3.5761049103 -0.5410829783 0.1702706238
## 1812 1.419558e+00 -0.8829877109 3.5443457701 -0.6713816056 0.3427107016
## 1813 1.551812e+00 -0.7996605562 3.5030905895 -0.8211542127 0.4316136501
## 1814 1.555788e+00 -0.6549835328 3.4951621461 -0.8176837608 0.4765785928
## 1815 1.568998e+00 -0.6399044891 3.5123574950 -0.8373551233 0.4693322928
## 1816 1.572060e+00 -0.4825254832 3.4494838841 -0.7182812018 0.4054298774
## 1817 1.190894e+00 -0.4511192119 3.1429044919 -0.7059890370 0.4247408812
## 1818 1.140833e+00 -0.4978202323 3.1918248020 -0.7254062755 0.3962005971
## 1819 1.138512e+00 -0.3832909678 3.3663749668 -0.7459192834 0.6606871254
## 1820 1.124215e+00 -0.3581480766 3.3609707193 -0.7390231652 0.6633973155
## 1821 1.104858e+00 -0.4149035976 3.4056807629 -0.7755910499 0.8813786959
## 1822 1.111963e+00 -0.4060532399 3.4242371505 -0.7868847140 0.8996740098
## 1823 1.097344e+00 -0.4233962198 3.3993390714 -0.7898807470 0.8980216507
## 1824 1.127611e+00 -0.4118962312 3.3649132323 -0.8423321360 0.8791999596
## 1825 1.134174e+00 -0.4605584776 3.3108449593 -0.8149589277 0.7692630492
## 1826 1.178206e+00 -0.5908197988 3.4260892354 -1.1571620026 0.3026576077
## 1827 -5.246980e-02 -0.0384695424 0.3077512059 -0.3630529261 0.0256070153
## 1828 -1.394085e-01 -0.3105636799 -0.0051177151 -0.0137728647 -0.0641823100
## 1829 -3.656051e-02 0.1718972008 -0.0025420445 -0.2768531387 0.1145208364
## 1830 -7.350633e-02 0.2049723736 -0.0626531892 -0.4036838629 0.3009410243
## 1831 -3.043464e-02 0.1517382065 -0.1244091226 -0.3652392972 0.2948700401
## 1832 -8.502915e-02 0.0131922488 -0.1424443085 -0.3106453443 0.2657579170
## 1833 6.769117e-02 0.1169626740 0.2888116261 -0.3823845462 0.2149497051
## 1834 7.126275e-02 0.0892310257 1.1571323723 -0.5524680655 0.1978025633
## 1835 7.959769e-02 0.0964565442 1.1039939285 -0.5330295888 0.1677777762
## 1836 7.764305e-02 0.0561980414 1.1652880995 -0.5687493547 0.1602772043
## 1837 1.022750e-01 0.0745432400 1.1225857524 -0.5645900520 0.1415951447
## 1838 1.028423e-01 0.0740071818 1.1227397934 -0.5641869600 0.1444801007
## 1839 3.605781e-01 0.0949898282 1.1341516700 -0.6565746380 0.2074544566
## 1840 3.636465e-01 0.0940263742 1.0777779518 -0.5832641988 0.1661688741
## 1841 4.047890e-01 0.1003796505 1.0832256913 -0.5747135895 0.1707050634
## 1842 4.088886e-01 0.1044888216 1.0855255698 -0.5757203410 0.1674598500
## 1843 4.953318e-01 0.2472951370 0.8106689399 -0.5715314309 0.2119032051
## 1844 5.098850e-01 0.2545827879 0.7802535518 -0.5461882544 0.2039765223
## 1845 5.302389e-01 0.0344806185 0.8292330387 -0.4331683029 0.4043449320
## 1846 5.125413e-01 0.0327497131 0.7058998010 -0.3380174999 0.6756718247
## 1847 1.230671e+00 -0.6703575824 0.6344936889 0.2302433232 0.3417159099
## 1848 1.221182e+00 -0.7145017733 0.7078816309 0.2497594792 0.2889883310
## 1849 1.222624e+00 -0.7141983119 0.7085510964 0.2491603223 0.2892475655
## 1850 1.447169e+00 -0.5140592512 1.2422400099 0.0357485841 0.5053525063
## 1851 1.495779e+00 -0.3773323479 1.3202732532 -0.0197127676 0.3700305726
## 1852 1.494135e+00 -0.3821336981 1.3200324444 -0.0158294095 0.3684007760
## 1853 1.511189e+00 -0.3856435651 1.3253405537 -0.0076164438 0.3606030654
## 1854 1.510926e+00 -0.3620773262 1.4052497226 -0.0846632624 0.3436715662
## 1855 1.712760e+00 -0.3481452277 1.5810634698 -0.0848528723 0.3065521824
## 1856 1.886673e+00 -0.4084009452 1.4099564626 0.0165278548 0.4390523483
## 1857 1.627366e+00 -0.5744877325 1.6247357595 -0.0851312655 0.4105114361
## 1858 1.616983e+00 -0.5957677788 1.5715187267 -0.1197049124 0.5253522469
## 1859 1.624801e+00 -0.5885339097 1.5732848425 -0.1200760988 0.5226508779
## 1860 1.584710e+00 -0.4279386578 1.5231962227 -0.0790117599 0.4306633614
## 1861 7.573287e-01 0.7019494993 1.5578858437 0.1990738697 -0.0459253854
## 1862 7.349720e-01 0.7084319176 1.6104627692 0.2338130740 0.0240439403
## 1863 7.363482e-01 0.7086706112 1.6111283954 0.2331799782 0.0243188668
## 1864 7.607724e-01 0.7191607629 1.6179209198 0.1864632446 0.0421833040
## 1865 5.089759e-01 0.4177693185 1.7003366775 0.0399314070 -0.0807403756
## 1866 6.855261e-01 0.4506455540 1.5851206566 -0.1553942527 0.0982003850
## 1867 6.460706e-01 0.4078673308 1.6722122437 -0.2145329797 0.0961266537
## 1868 9.211621e-01 0.6416132745 2.1304423897 -0.1487789698 0.1916168393
## 1869 9.397787e-01 0.6170357681 2.1020170670 -0.1202983319 0.1866663585
## 1870 8.751281e-01 0.6313914447 2.1102219486 -0.2170624512 0.2807048876
## 1871 8.315244e-01 0.6017205569 2.1429924725 -0.3158218710 0.3665812527
## 1872 8.329006e-01 0.6019592506 2.1436580987 -0.3164549668 0.3668561793
## 1873 8.777432e-01 0.6187806547 2.1454669714 -0.3920037938 0.4005457160
## 1874 9.012490e-01 0.6124018522 2.1003770976 -0.4594436010 0.5229453037
## 1875 1.033125e+00 0.6430696253 2.1401715238 -0.4864280178 0.5895728856
## 1876 1.020280e+00 0.6736014741 2.1020742655 -0.5995568403 0.7832324790
## 1877 1.024416e+00 0.7595234438 2.0194720632 -0.7431819105 0.9851685779
## 1878 1.029282e+00 0.7633347916 2.0217676788 -0.7456245358 0.9830760150
## 1879 1.021967e+00 0.8118346950 1.9055223558 -0.8382213364 1.1507242382
## 1880 1.235644e+00 0.7561151895 2.4046167707 -0.7787920113 1.1242508192
## 1881 1.252293e+00 0.7402354533 2.4227709911 -0.7463509360 1.1335156145
## 1882 1.243035e+00 0.7415132112 2.4695768357 -0.7628479278 1.1485717845
## 1883 1.267037e+00 0.7554943611 2.5059295384 -0.7719519502 1.1951168150
## 1884 1.364194e+00 0.8042572394 2.5249487210 -0.8279523833 1.2278442364
## 1885 1.340698e+00 0.7019986555 2.5767688728 -0.8292468410 1.2937265170
## 1886 1.162652e+00 0.6308839275 2.7111559388 -0.8050333609 1.1865952352
## 1887 1.093812e+00 0.5517341366 2.7874636999 -0.8256761888 1.1483341865
## 1888 1.137489e+00 0.6009014529 2.8573567122 -0.8474687722 1.1464974146
## 1889 1.138417e+00 0.6296370838 2.8724254165 -0.8379075445 1.1689583866
## 1890 1.193036e+00 0.7402525355 2.9257737910 -0.9070241572 1.0292882185
## 1891 1.450456e+00 0.9798156123 2.8715850178 -0.7391321500 1.1620683637
## 1892 1.367217e+00 0.9830885626 2.7057656647 -0.8244242006 1.1153184112
## 1893 1.415573e+00 1.0737712404 2.8224805319 -0.7764956423 1.1396617313
## 1894 1.418361e+00 1.0540530251 2.8370990825 -0.8178861564 1.1355795459
## 1895 1.362282e+00 1.0850606131 2.8489008588 -0.8649803772 1.1953945381
## 1896 1.584013e+00 1.1804988836 2.7079773946 -0.7567384846 1.2574962102
## 1897 1.601792e+00 1.1677310687 2.7166668760 -0.7736646220 1.2698519870
## 1898 1.625871e+00 1.1827423775 2.7913343144 -0.8085061761 1.2634405512
## 1899 1.664314e+00 1.2184584661 2.8538757999 -0.8390320782 1.2527408548
## 1900 1.664885e+00 1.2626233442 2.8547694688 -0.8368162472 1.2456489956
## 1901 1.640200e+00 1.1880179202 2.7774590446 -0.9841860955 1.3538797613
## 1902 1.712213e+00 1.2622328167 2.8306042630 -1.1271227975 1.4323368815
## 1903 1.743886e+00 1.2917214664 2.7730072344 -1.0692009755 1.4240376081
## 1904 1.444908e+00 1.3391520551 2.4414890352 -0.7956531269 1.1532414544
## 1905 1.448795e+00 1.3430507312 2.4437764361 -0.7967701796 1.1500472398
## 1906 1.587926e+00 1.3952233568 2.3138174684 -0.8665257490 1.0943824557
## 1907 1.604240e+00 1.4416393183 2.3099486492 -0.9110676702 0.9621247232
## 1908 1.581750e+00 1.3650203139 2.3630501522 -0.8566953103 1.0198488694
## 1909 1.555076e+00 1.3205436049 2.3787389367 -0.9141934302 1.2824989668
## 1910 1.907493e+00 1.7451436919 3.0065508009 -1.0744808172 1.3620458316
## 1911 2.250334e+00 1.8333225633 2.9882395364 -1.0757155442 1.4172561454
## 1912 1.992917e+00 1.6151442613 3.2129825666 -1.1399264075 1.2998902377
## 1913 2.174107e+00 1.7149422836 3.2556620257 -1.2544752966 1.2868668616
## 1914 2.209526e+00 1.6719076172 3.2243427000 -1.2020444334 1.2803263658
## 1915 2.377828e+00 1.8500826163 3.3075887199 -1.2831246075 1.1546872068
## 1916 2.641168e+00 2.0662776662 3.4273341111 -1.2460597830 1.0832289822
## 1917 1.397181e+00 1.2058769375 2.6852953677 -0.8448075991 2.2288293047
## 1918 -9.103991e-02 -0.0981985984 -0.0571471661 0.2164041557 -0.0657570000
## 1919 3.021928e-01 0.5848307421 0.5583181405 0.0444256067 0.1037977967
## 1920 2.586740e-01 0.4285980766 0.6287401957 0.1085065254 0.0966539694
## 1921 2.430002e-01 0.4180188408 0.5930413810 0.1818427310 0.0681257977
## 1922 2.355852e-01 0.4620919881 0.6018389677 0.2206818632 0.0773420802
## 1923 2.295372e-01 0.5044715837 0.6049414410 0.2393239875 0.0836789564
## 1924 -6.070105e-02 -0.1147031352 0.4858694273 0.5352097833 0.1500295617
## 1925 -9.311140e-02 -0.3210333638 0.5104562587 0.3849702880 0.3836394895
## 1926 -8.909680e-02 -0.3150343209 0.5280562630 0.4294367348 0.4153217898
## 1927 -6.470729e-02 -0.2589796646 0.3467965972 0.5519359592 0.3801573748
## 1928 -4.063606e-02 -0.2323453207 0.3949846444 0.4935006738 0.3921588544
## 1929 -3.954330e-02 -0.2335038345 0.3956787804 0.4958859037 0.3908850472
## 1930 -3.150752e-02 -0.1969831774 0.4110203688 0.5029415431 0.3778382996
## 1931 -9.418292e-02 -0.2071175217 0.2592204524 0.4674746281 0.2178297356
## 1932 2.367906e-01 -0.2716599023 0.1508003753 0.2756095249 0.3126271357
## 1933 2.201900e-01 -0.3004354037 0.0713605434 0.2683555821 0.2795046411
## 1934 6.934387e-02 -0.4887237562 0.3048459788 0.1424816428 0.1884309746
## 1935 5.143913e-02 -0.5310093930 0.2724462341 0.1993383428 0.1932524912
## 1936 3.120439e-02 -0.5697594442 0.3163092965 0.1880001646 0.1702970307
## 1937 9.796592e-02 -0.4402634326 0.3876349286 0.0936656571 0.0420861384
## 1938 9.181892e-02 -0.5106004081 0.0740345641 0.0644479693 0.3578488951
## 1939 1.875526e-02 -0.6206930919 0.1559833219 0.0771778343 0.2936544541
## 1940 2.181743e-01 -0.7990190555 0.0718922564 0.3114422285 0.4548896064
## 1941 2.263819e-01 -0.8982919417 0.1229246115 0.3773249443 0.4794825391
## 1942 1.805012e-01 -0.9177718146 0.2062260713 0.3427280468 0.4576051311
## 1943 1.739996e-01 -0.9268747570 0.1968097417 0.3446329125 0.4582869803
## 1944 1.856232e-01 -0.9317068266 0.2140681553 0.3526798839 0.4579873314
## 1945 1.857335e-01 -0.9338844559 0.2145141161 0.3549065224 0.4562332740
## 1946 1.983648e-01 -0.8736135563 0.1975782559 0.2759512459 0.5265518507
## 1947 2.650452e-01 -1.0005913767 0.0431305285 -0.5175897035 0.9361478730
## 1948 3.226761e-01 -1.0535437441 0.0878068725 -0.4659248361 0.9461215327
## 1949 3.085944e-01 -1.0291021653 0.0815878653 -0.4557645558 0.9485149417
## 1950 2.981833e-01 -0.9342336511 0.0490272337 -0.4365113244 0.9302845202
## 1951 2.792755e-01 -0.7961866311 0.0631417288 -0.3631070618 0.8841677682
## 1952 3.029511e-01 -0.7721296680 0.1002222365 -0.3658584924 0.8817192644
## 1953 2.884356e-01 -0.8460404638 0.1054343232 -0.2811628309 0.9148128322
## 1954 2.803665e-01 -0.9717439625 0.1653400025 -0.1797754720 0.9590498334
## 1955 2.667984e-01 -0.9587976943 0.1912998646 -0.1767392830 0.9348676942
## 1956 2.658146e-01 -1.0303966293 0.2285817998 -0.1176295405 0.9325796287
## 1957 2.668716e-01 -1.0302333742 0.2295492476 -0.1161997614 0.9303797800
## 1958 2.779599e-01 -0.9916371463 0.1809931647 -0.0964226050 0.9004753866
## 1959 4.910136e-01 -0.8830049667 0.7369916557 -0.1701532742 0.8968761628
## 1960 4.013580e-01 -0.8673321406 0.6825859869 -0.1922195843 0.7623209875
## 1961 4.150744e-01 -0.8501376304 0.6905364084 -0.1953360481 0.7470730287
## 1962 3.661381e-01 -0.8363138061 0.5742561508 -0.1870195015 0.6607732296
## 1963 3.744309e-01 -1.0070412967 0.6431048646 -0.0801349812 0.7105262608
## 1964 3.388458e-01 -1.0851108355 0.7267883593 -0.0447809668 0.6569153241
## 1965 2.250451e-01 -1.0317987073 0.5755295561 0.0475112684 0.5635305114
## 1966 2.327443e-01 -1.0647131045 0.5895287900 0.1739304522 0.3632854020
## 1967 2.401965e-01 -1.0570250139 0.5910021460 0.1729746883 0.3618865427
## 1968 2.358499e-01 -1.1025079468 0.5459217469 0.0221127864 0.5484274984
## 1969 2.681204e-01 -1.1124956987 0.6087143333 0.1275616213 0.6036043256
## 1970 2.913594e-01 -1.0974176635 0.6247141317 0.1359665634 0.6183010898
## 1971 1.700763e-01 -1.3163318436 0.8583213131 0.0244631940 0.5387440279
## 1972 1.684725e-01 -1.3262070498 0.8568260856 0.0334981144 0.5479927230
## 1973 1.763152e-01 -1.3349423364 0.8571954093 0.0737958730 0.5388496449
## 1974 2.614022e-01 -1.3004574506 0.8065551920 0.0667400028 0.5729708780
## 1975 2.598748e-01 -1.3329875978 0.8184317357 0.1065687774 0.5932958797
## 1976 9.089466e-02 -1.4338013967 1.0371534465 0.1495817287 0.4674592513
## 1977 1.028940e-01 -1.4359958617 1.0487272986 0.1601138985 0.4642174871
## 1978 1.349115e-01 -1.2663556033 1.0713101834 0.0665167353 0.4134253243
## 1979 1.223262e-01 -1.2948133543 1.0561171708 0.0786896429 0.4173055497
## 1980 3.320673e-01 -1.0255325429 1.1875800344 -0.1160674128 0.2568580712
## 1981 3.164055e-01 -1.0222976183 1.1090276799 -0.1403502560 0.1706563982
## 1982 3.374955e-01 -1.0300301758 1.0591332630 -0.2523314237 0.1811244099
## 1983 3.462326e-01 -1.1383253997 1.0785109131 -0.1707699918 0.2016212908
## 1984 3.832344e-01 -1.1101712565 1.1154240772 -0.2075653549 0.1910170333
## 1985 3.833458e-01 -1.1120597679 1.1155741871 -0.2066497155 0.1911457340
## 1986 4.449578e-01 -1.0899330176 1.1055291074 -0.1395096132 0.2243744401
## 1987 4.633099e-01 -1.1774865238 1.1742181022 -0.0514979910 0.2378374900
## 1988 5.040461e-01 -1.2196364240 0.8805130416 0.0906247077 0.2151023515
## 1989 5.130277e-01 -1.3075239773 0.9112831288 0.1501103539 0.2406236538
## 1990 1.466450e-01 -1.6331172373 1.0039293169 0.1206982471 -0.0353645037
## 1991 1.559606e-01 -1.6548716268 0.9658934205 0.1542571526 -0.0432206420
## 1992 3.200333e-01 -1.5262709784 0.6969491283 -0.0265259639 -0.0420891562
## 1993 3.794203e-01 -1.5094966572 0.7362233860 -0.0337599982 -0.0592316619
## 1994 3.835490e-01 -1.5114707393 0.7582176461 -0.0093372600 -0.0500684510
## 1995 3.922473e-01 -1.5022498712 0.7607972605 -0.0092282455 -0.0550826773
## 1996 3.482530e-01 -1.2845352956 0.8597707052 -0.1841110204 -0.2887893485
## 1997 3.447951e-01 -1.3825281601 0.9078111840 -0.1730351617 -0.2387942718
## 1998 2.034500e-01 -1.2309386377 0.8221850950 -0.3308321050 -0.2113180255
## 1999 2.071974e-01 -1.2211478774 0.8267997004 -0.3177922277 -0.2096475607
## 2000 8.139681e-01 -1.9382865462 0.8038517027 0.3236231653 -0.5488034799
## 2001 7.363024e-01 -1.9031211999 0.7121600474 0.2094587580 -0.4592162454
## 2002 7.943097e-01 -1.9127743011 0.6437690598 0.1420830884 -0.2121460093
## 2003 7.790064e-01 -1.8936415771 0.5750173023 0.1033716525 -0.2526157426
## 2004 7.714958e-01 -1.5732192518 0.5608771508 0.6667401410 -0.8300007244
## 2005 1.440314e+00 -2.4006298788 0.3911780427 1.2992474793 -1.0859601982
## 2006 1.588084e+00 -2.2251048125 0.4827668029 1.1796468873 -1.1705707333
## 2007 1.591966e+00 -2.2741032261 0.4936410649 1.1587327110 -1.2294713161
## 2008 1.539728e+00 -2.2916839509 0.3919832914 1.1936551601 -1.2705886104
## 2009 1.541955e+00 -2.3061953545 0.3844497274 1.2058993710 -1.2781714553
## 2010 1.685945e+00 -2.0966382286 0.4576477282 1.3394239093 -1.1784091548
## 2011 1.730808e+00 -2.0525743072 0.5243187932 1.3005503701 -1.1926782550
## 2012 1.777768e+00 -2.0429313883 0.5336833704 1.2765478433 -1.1673411803
## 2013 2.959602e-01 1.1687033180 -0.1376889201 -0.1810266390 -0.2066965463
## 2014 5.093062e-01 1.6515453024 -0.3506435655 0.4153897643 -0.2545982839
## 2015 5.095853e-01 1.6498396757 -0.3504339255 0.4163215066 -0.2541796188
## 2016 5.056549e-01 1.6705655177 -0.3739258988 0.4572974317 -0.2471118248
## 2017 5.074317e-01 1.6712347485 -0.3731373731 0.4567304806 -0.2462726612
## 2018 5.042939e-01 1.6980360414 -0.3725404372 0.4677535678 -0.2551998582
## 2019 -8.351436e-02 0.2210942771 -0.2930281614 -0.0862066010 -0.1925471895
## 2020 4.176279e-02 0.0235792332 -0.2403238631 0.1770776957 -0.0731229742
## 2021 4.223309e-02 -0.0116873199 -0.2819782194 0.1947323929 -0.0603432370
## 2022 -8.787144e-03 -0.0730300277 -0.1804898144 0.1370969207 -0.0779805674
## 2023 -9.778483e-02 -0.4063449956 -0.6757752048 0.4316482185 -0.3316524510
## 2024 -1.300854e-01 -0.3903078616 -0.9291830551 0.3803611926 -0.4670399351
## 2025 -4.547469e-02 -0.4806685664 -1.2715711488 0.2132287523 -0.5768064605
## 2026 -4.964095e-02 -0.5377012916 -1.3616598271 0.2510265542 -0.6161266502
## 2027 -7.273622e-02 -0.4578732798 -1.4112811661 0.1425756863 -0.4637161204
## 2028 -1.498978e-01 -0.3507535282 -1.4470598983 0.2155026821 -0.5318824289
## 2029 -1.304401e-01 -0.3286978959 -1.4464527616 0.2148405294 -0.5317445390
## 2030 -1.675145e-01 -0.2270410080 -1.4308053740 0.2707444474 -0.5726505577
## 2031 -1.113941e-01 -0.2969850756 -1.5144491455 0.2660962488 -0.5473389454
## 2032 -2.908246e-01 -0.5310616996 -1.3258829506 0.2921565512 -0.6071632409
## 2033 -4.056775e-01 -0.9911457557 -1.1855219801 0.5379156252 -0.5962248196
## 2034 -5.025174e-01 -0.8371200058 -1.2491155615 0.6060603986 -0.5911466390
## 2035 -4.771155e-01 -0.8129563780 -1.2322785718 0.6085696500 -0.5964748994
## 2036 -7.086454e-01 -1.1314001814 -1.1271291862 0.4765654886 -0.7195195064
## 2037 -7.005480e-01 -1.0644581225 -1.1371459586 0.4640803559 -0.6928799141
## 2038 -6.849577e-01 -1.0876665363 -1.1781423871 0.4717628394 -0.6967959579
## 2039 -6.900472e-01 -1.0797026520 -1.2023591657 0.4617305647 -0.7130453920
## 2040 -6.331950e-01 -1.0363279699 -1.2551174913 0.5293247910 -0.7319208320
## 2041 -6.351785e-01 -1.0451537897 -1.2680744192 0.5518189228 -0.7556207157
## 2042 -6.265763e-01 -1.0351776985 -1.2656723435 0.5513416269 -0.7587368112
## 2043 -9.670741e-01 -1.2477289360 -1.3101555043 0.3346043940 -0.8758150071
## 2044 -1.001214e+00 -1.1179931287 -1.4055316065 0.3284984889 -0.7342550162
## 2045 -1.019669e+00 -1.0977456575 -1.4489125826 0.3362437704 -0.7770935178
## 2046 -1.020812e+00 -1.0963179439 -1.5350315388 0.2426488526 -0.8352646695
## 2047 -1.022856e+00 -1.1688828410 -1.7126359449 0.1031132877 -0.6688146969
## 2048 -1.044271e+00 -1.2099507950 -1.7984536538 0.1043998715 -0.6912035156
## 2049 -1.023226e+00 -1.2384318252 -1.7676842599 0.0774844262 -0.6880892865
## 2050 -1.019596e+00 -1.2419247699 -1.7277731140 0.0880119996 -0.6926300741
## 2051 -1.020755e+00 -1.2671364266 -1.6586287128 0.0972121206 -0.5824613173
## 2052 -8.791199e-01 -0.9966062977 -1.9708705444 0.2538091322 -0.7521816941
## 2053 -8.790873e-01 -1.0022040303 -1.9718068691 0.2529448610 -0.7622489347
## 2054 -7.856265e-01 -0.8091802500 -1.9002818354 0.3684496822 -0.6467196248
## 2055 -7.595832e-01 -0.7537801583 -1.9924967931 0.4422942755 -0.6296395586
## 2056 -7.927875e-01 -0.7690509766 -1.8968058149 0.4143058942 -0.6397755642
## 2057 -7.604532e-01 -0.7663140926 -1.8621754768 0.4304047305 -0.6421588303
## 2058 -5.439074e-01 -0.6424873931 -1.3794353857 0.3893634718 -0.6007948372
## 2059 -4.864195e-01 -0.6982202432 -1.5205058290 0.2692142386 -0.5840751395
## 2060 -4.692363e-01 -0.6836131504 -1.5191594124 0.2738699303 -0.5823843815
## 2061 -5.040590e-01 -0.5989052165 -1.7911651738 0.0392465636 -0.4527923393
## 2062 -4.505380e-01 -0.3697884501 -1.7977272253 0.0860800166 -0.4007191830
## 2063 -5.055892e-01 -0.3554832190 -1.7702349006 0.1130294510 -0.3442183621
## 2064 -4.995512e-01 -0.3506462965 -1.7686939973 0.1161680582 -0.3494936564
## 2065 -4.711234e-01 -0.3176301964 -1.7656594874 0.1139813437 -0.3539223681
## 2066 -2.467287e-01 -0.0122604856 -1.8771534997 0.0089230555 -0.3917518729
## 2067 -2.573804e-01 -0.0094195944 -1.9037443760 -0.0592207553 -0.2996273639
## 2068 -2.099768e-01 -0.0207264995 -1.9376568837 0.0358327759 -0.3316332942
## 2069 -2.177707e-01 -0.1139404948 -2.0105887691 0.0730011623 -0.3837024584
## 2070 -4.054218e-01 -0.4475757549 -2.0319780892 -0.1413407995 -0.5938296389
## 2071 -4.039801e-01 -0.4472722936 -2.0313086237 -0.1419399565 -0.5935704043
## 2072 -5.300993e-01 -0.3605124594 -2.2227801256 -0.0640307808 -0.7382251192
## 2073 -4.497604e-01 -0.3881035088 -2.4222777241 -0.2157698450 -0.6787306270
## 2074 -4.117520e-01 -0.3429014340 -2.4780730514 -0.2113729047 -0.5947592993
## 2075 -3.203561e-01 -0.1926427390 -2.7169595581 -0.3393514774 -0.6098218302
## 2076 -3.019319e-01 -0.2150248800 -2.7070928919 -0.3855542946 -0.6024173009
## 2077 -3.401488e-01 -0.2593599044 -2.7266373916 -0.3705349760 -0.5603370834
## 2078 -2.691793e-01 -0.2088479609 -2.6989432011 -0.3925246507 -0.5970481203
## 2079 -1.214817e-01 -0.0778601592 -2.4969819899 -0.5320358214 -0.6248640492
## 2080 -1.225701e-01 -0.0819564384 -2.5006859565 -0.5319821241 -0.6241342728
## 2081 6.577234e-03 0.0490561661 -2.4916484635 -0.7554786666 -0.6078728362
## 2082 6.688713e-03 0.0471676547 -2.4914983536 -0.7545630273 -0.6077441356
## 2083 1.265026e-01 0.1103173175 -2.4341553219 -0.7856512821 -0.6513852079
## 2084 4.262255e-01 0.2677622528 -1.9152360155 -0.9497562172 -0.4853894487
## 2085 3.641040e-01 0.2310386294 -1.8653981147 -1.0295485773 -0.4206542106
## 2086 4.202615e-01 0.3740079132 -1.8191398894 -1.0510869783 -0.4962853276
## 2087 4.272498e-01 0.5107888672 -1.9496145596 -1.1949653990 -0.6224199260
## 2088 3.755323e-01 0.5455914284 -2.2033623364 -1.2230269245 -0.8515620822
## 2089 4.108374e-01 0.5936345189 -2.2521179431 -1.2828962356 -0.9430495670
## 2090 5.406212e-01 0.8188209223 -2.2772161030 -1.4134360984 -1.0424266298
## 2091 3.446301e-01 0.6256616624 -2.3940981649 -1.3707335223 -0.8829004642
## 2092 4.161415e-01 0.9894660116 -2.3607490608 -1.3698998382 -1.0853197777
## 2093 5.980531e-01 1.1657070517 -2.3258841061 -1.4940445885 -1.2159876818
## 2094 1.015794e+00 1.4840624806 -2.1115356807 -1.6602295675 -1.4772962117
## 2095 6.981431e-01 1.0913019422 -2.4538492089 -1.5712197219 -1.2429113731
## 2096 1.246175e+00 1.6235146337 -2.1532957852 -1.8977420047 -1.6191972316
## 2097 1.485411e+00 1.7079106755 -2.1210873745 -1.9469992894 -1.7965439815
## 2098 5.105989e-02 1.9196268769 -1.6606108778 -1.8417555323 -1.6534801993
## 2099 4.882866e-01 1.6929069099 -0.1347401985 0.1037180623 -0.2013587131
## 2100 5.039132e-01 1.7274606058 -0.1362212531 0.1026659327 -0.1920355210
## 2101 5.251480e-01 1.7522944891 -0.1320576314 0.1005137463 -0.1980991977
## 2102 -1.151985e-01 -0.2269759824 0.2140674108 0.2538601712 -0.1407537011
## 2103 -2.227593e-02 -0.3084974844 0.4110696494 -0.3064306328 -0.3605428083
## 2104 -6.048323e-03 -0.2939646606 0.3934712319 -0.2972955336 -0.3745389614
## 2105 -8.237127e-03 -0.3166185261 0.3774014162 -0.3552425208 -0.2784091533
## 2106 -1.055565e-02 -0.3210968896 0.3733363127 -0.3531683661 -0.2798723683
## 2107 7.343431e-02 -0.1413407525 0.1100453875 -0.1123084200 -0.3072947981
## 2108 8.059805e-02 -0.4631214632 0.2122319277 0.0553694763 -0.2480213410
## 2109 -5.844822e-02 -0.2913385910 0.1256779503 0.0357850682 -0.3125895557
## 2110 -7.815260e-02 -0.3045160570 0.0944727758 0.0501624673 -0.3322418181
## 2111 -1.929119e-01 -0.2156270190 0.0804444264 0.0439005058 -0.3217002188
## 2112 -1.946678e-01 -0.2474353025 0.0612181362 0.0659193629 -0.3231223686
## 2113 -1.563872e-01 -0.1493656510 0.1302909380 -0.0583779334 -0.3016552117
## 2114 -1.340130e-01 -0.1412124958 0.1637634741 -0.0680701206 -0.3050868005
## 2115 -6.815337e-02 -0.0598460452 0.1086412852 0.0619592528 -0.3192632684
## 2116 -7.189910e-02 -0.0231854130 0.1430964627 0.0908477413 -0.3157848402
## 2117 -5.482377e-02 0.0531783887 0.0981762018 0.1114046542 -0.3751575840
## 2118 -4.385409e-02 -0.0893556484 0.0691905665 -0.2950340393 -0.7754059843
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## 2120 -2.240427e-01 0.0500261601 -0.1144765128 -0.3063479638 -0.7671481924
## 2121 -2.131277e-01 0.0479483962 -0.0983803312 -0.3129857710 -0.7706701799
## 2122 -2.169879e-01 0.0413566830 -0.1032731188 -0.3108181203 -0.7703301721
## 2123 -1.948686e-01 0.0767605249 -0.0724939998 -0.3475869764 -0.7579544038
## 2124 -2.598946e-01 0.1091382479 -0.0759803021 -0.4028448544 -0.6901438634
## 2125 -2.379194e-01 0.0871182612 -0.0731207832 -0.3868865717 -0.6880020026
## 2126 -2.508894e-01 0.0690900906 -0.0886091232 -0.3806152549 -0.6874091440
## 2127 -2.751778e-01 0.1281428541 -0.1448740696 -0.3752794932 -0.7247562660
## 2128 -2.638580e-01 0.1180456239 -0.1017694631 -0.3719927298 -0.7474601078
## 2129 -3.147515e-01 0.0358624123 -0.0377366222 -0.3232869880 -0.7892892932
## 2130 -3.163958e-01 -0.1539213690 0.0577558712 -0.2060941869 -0.7189440623
## 2131 -3.305009e-01 -0.0698628577 0.0652908222 -0.1560173088 -0.7192879302
## 2132 -3.317196e-01 -0.0739433419 0.0649215766 -0.1535868731 -0.7192897635
## 2133 -2.599342e-01 -0.2205674764 0.1731301155 -0.5192878322 -1.1511561839
## 2134 -2.412789e-01 -0.2229866163 0.1832594151 -0.5110394170 -1.1424478069
## 2135 -2.349558e-01 -0.2169882340 0.1841145669 -0.5121583051 -1.1423413309
## 2136 -2.541191e-01 -0.1833504536 0.1882023427 -0.4878024039 -1.1531351557
## 2137 -2.511769e-01 -0.1809402871 0.1897964768 -0.4886579993 -1.1540089861
## 2138 -2.987750e-01 -0.0572408638 0.2025309504 -0.4813751598 -1.3042479291
## 2139 -3.065758e-01 0.0320414430 0.2296197086 -0.5884331619 -1.2310632538
## 2140 -2.483067e-01 0.0179247584 0.2626485314 -0.6174570221 -1.1305328262
## 2141 -2.467052e-01 0.0186680972 0.2641467393 -0.6170118454 -1.1333988843
## 2142 -2.796611e-01 -0.0309704376 0.3173722368 -0.6170880001 -1.1679848533
## 2143 -3.217002e-01 -0.0974502107 0.3527498691 -0.5175353602 -1.1664629186
## 2144 -3.167175e-01 -0.2001197847 0.3992780876 -0.4502910407 -1.1430110971
## 2145 -2.147357e-01 -0.1785458238 0.4106138097 -0.4248216779 -1.0054554842
## 2146 -2.364385e-01 -0.1944595375 0.4427653369 -0.4352724809 -1.0218223244
## 2147 -2.281338e-01 -0.2026060837 0.4712218899 -0.3961750424 -1.0110231354
## 2148 -1.721098e-01 -0.1605278027 0.3828343601 -0.3232323292 -1.1115704653
## 2149 -1.614639e-01 -0.1732989015 0.3841584899 -0.3140211438 -1.1103641273
## 2150 -2.070864e-01 -1.1979903705 0.0846882459 -1.3784920785 -0.2059254783
## 2151 -1.709068e-01 -1.1746099368 0.1232374466 -1.4170909547 -0.2177466486
## 2152 2.979404e-02 -1.1171440233 0.1773225290 -1.5450521982 -0.1622647934
## 2153 -8.591559e-02 -1.2845335608 0.3680853819 -1.8787470401 -0.1958698832
## 2154 -7.486718e-02 -1.3022925678 0.3686575444 -1.8633553678 -0.1859539303
## 2155 -1.022855e-01 -1.3614519485 0.1656905534 -2.0370207415 -0.1069784297
## 2156 -1.783461e-01 -1.3306699951 0.1276894258 -2.0881933749 0.0458141271
## 2157 -1.916600e-01 -1.3333286404 0.0989529981 -2.1538640868 0.1341600346
## 2158 -1.451462e-01 -1.4990605094 0.1768943122 -2.5051603299 -0.3339621990
## 2159 -1.255809e-01 -1.4991918856 0.1407633361 -2.5405247822 -0.3499704537
## 2160 -1.238411e-01 -1.4621159275 0.0560793707 -2.5625871475 -0.2357760771
## 2161 -1.195849e-01 -1.4653743109 0.0803087996 -2.5548219018 -0.2323362509
## 2162 -3.865095e-02 -1.2463444427 0.1235932594 -2.6536053135 -0.2906535542
## 2163 2.018038e-02 -1.1275200743 0.0739876977 -2.4929423069 -0.3762110027
## 2164 -4.117933e-02 -1.0324169492 0.0484816395 -2.4182641731 -0.4091527293
## 2165 -4.282339e-02 -1.0364783808 0.0451096420 -2.4154036565 -0.4128146381
## 2166 -3.652324e-03 -1.0015932417 -0.0029884697 -2.4648333102 -0.4194218693
## 2167 6.259331e-02 -0.9789636831 0.0540616432 -2.4857980368 -0.4237850019
## 2168 4.681898e-02 -0.9939852470 0.0374351072 -2.4804972423 -0.4471878701
## 2169 4.131120e-02 -1.1806266424 0.0820701667 -2.3233318592 -0.4278339790
## 2170 5.405676e-02 -1.3298974837 0.1235944727 -2.2352427264 -0.4231895544
## 2171 7.162341e-02 -1.3553674287 -0.0374429751 -2.3173109923 -0.4381750566
## 2172 7.610913e-02 -1.3726070049 -0.0592956279 -2.3100023490 -0.4393238101
## 2173 1.203016e-01 -1.2832586220 -0.0824489485 -2.6207827318 -0.3334580282
## 2174 1.718708e-01 -1.2593271469 -0.0389525908 -2.6506597274 -0.3447274272
## 2175 1.896135e-01 -1.2525279738 -0.0310390925 -2.6590901329 -0.3512908101
## 2176 2.345722e-01 -1.2177999405 -0.0046402853 -2.6446894914 -0.3534122419
## 2177 2.372405e-01 -1.2165539851 -0.0033355405 -2.6455363194 -0.3539021943
## 2178 2.429709e-01 -1.2139788894 -0.0001443880 -2.6488325144 -0.3666493278
## 2179 2.545600e-01 -1.2188047523 0.0174139165 -2.6415038444 -0.3668046752
## 2180 4.741594e-01 -1.2317128716 -0.0393401081 -2.5807552182 -0.2560821542
## 2181 4.876578e-01 -1.3439987201 -0.0094630049 -2.5101245911 -0.2335572308
## 2182 5.008417e-01 -1.4032921426 0.0222665523 -2.4348068564 -0.1772936283
## 2183 5.391051e-01 -1.3990756144 0.0120311869 -2.4539794565 -0.1494699823
## 2184 5.420293e-01 -1.3579853807 0.0117184382 -2.4263307288 -0.1413781149
## 2185 5.521474e-01 -1.3536574760 -0.0234019220 -2.4593745353 -0.1524672013
## 2186 5.550185e-01 -1.3513414289 -0.0218815320 -2.4601678277 -0.1537862121
## 2187 5.637180e-01 -1.3418314431 -0.0195977685 -2.4613698123 -0.1569176804
## 2188 5.621495e-01 -1.3452136822 -0.0231823041 -2.4620564864 -0.1573109019
## 2189 6.795697e-01 -1.2665544792 0.0893423296 -2.5353748742 -0.1823795536
## 2190 7.198799e-01 -1.2276818374 0.1536434741 -2.5721818243 -0.1921966749
## 2191 7.231505e-01 -1.2065520679 0.1052589315 -2.6306291771 -0.2046162784
## 2192 7.723010e-01 -1.1997759613 0.0771907895 -2.6488353057 -0.1750478454
## 2193 7.648732e-01 -1.2227763762 0.0476571623 -2.6249071664 -0.2091453685
## 2194 7.938474e-01 -1.1852650278 0.0622172271 -2.6616037979 -0.1740452374
## 2195 8.129612e-01 -1.1885184172 0.0711157518 -2.6672547478 -0.1833554489
## 2196 8.198014e-01 -1.3547989901 -0.0578628302 -2.6591567280 -0.1920280206
## 2197 8.486642e-01 -1.4460061853 -0.0601243406 -2.6459218386 -0.2128740371
## 2198 8.617166e-01 -1.4178703977 -0.0251960030 -2.6618962871 -0.1664780016
## 2199 3.239998e-01 1.2684023840 -0.5595098169 0.6305010321 -0.3321943162
## 2200 3.406312e-01 1.3070433667 -0.5345125702 0.6652415295 -0.3204460153
## 2201 -9.145939e-02 -0.1424472196 -0.2259300116 0.2789690057 -0.1617615826
## 2202 -2.561233e-01 -0.0976125937 -0.1192915770 0.3781697460 -0.2562413215
## 2203 -9.283128e-02 0.1831344442 -0.0251657525 0.3450018535 -0.4345174481
## 2204 -5.884433e-02 0.2688384785 0.0141103243 0.2759955583 -0.4325760079
## 2205 -5.773279e-02 0.2793402175 0.0287439620 0.2749781866 -0.4342738863
## 2206 -1.309844e-01 0.1189980110 0.1825378477 0.2239911608 -0.4384380360
## 2207 -3.455264e-02 0.3038577005 0.1862181534 0.2781365106 -0.3807420396
## 2208 -8.249696e-03 0.2859821049 0.2061256097 0.2895893168 -0.3681662729
## 2209 -5.490823e-02 0.3001988836 0.2235923229 0.2893784182 -0.2540363939
## 2210 7.462392e-02 0.3661756692 0.2632291278 0.1887342375 -0.2285577391
## 2211 2.929635e-01 0.4773242865 0.8728940115 0.1534837791 -0.1687065574
## 2212 2.946010e-01 0.4780789232 0.8739482197 0.1523959197 -0.1688559913
## 2213 2.194841e-01 0.5290078558 0.7963551975 0.2526987244 -0.2701201749
## 2214 1.452497e-01 0.7375031943 0.7387452554 0.3450847346 -0.3435209734
## 2215 1.247562e-01 0.7890773427 0.7061120558 0.3788911365 -0.3838772238
## 2216 1.293978e-01 0.7836176920 0.6981058745 0.3830918076 -0.3856045122
## 2217 2.419795e-01 0.7442195159 1.5074829986 0.3220515511 -0.3713487005
## 2218 1.593084e-01 0.6110541940 1.5596681141 0.3754171533 -0.4673114811
## 2219 1.140280e-01 0.5834622584 1.6524846309 0.3688664114 -0.5065634775
## 2220 2.370003e-01 0.7093242807 1.5686421724 0.4801577841 -0.3950371414
## 2221 2.553488e-01 0.7611014434 1.5983992637 0.4521550010 -0.3758167461
## 2222 2.046593e-01 0.7482230628 1.6394894058 0.4482917284 -0.3899948972
## 2223 2.061009e-01 0.7485265241 1.6401588712 0.4476925714 -0.3897356626
## 2224 1.990886e-01 0.7181912524 1.6312265268 0.4602357203 -0.3979565697
## 2225 2.301601e-01 0.6600168966 1.5220298532 0.4081987739 -0.3731819248
## 2226 2.661812e-01 0.5739507132 1.3703169160 0.2898892700 -0.3523900880
## 2227 3.248124e-01 0.3936320484 1.3079688481 0.6433986884 -0.4698505982
## 2228 3.302410e-01 0.3996440743 1.3110839332 0.6421881397 -0.4748480356
## 2229 3.215615e-01 0.4034861486 1.3035039367 0.6328586847 -0.4728285954
## 2230 5.248510e-01 0.7432955943 1.8578020356 0.5851302981 -0.4619203745
## 2231 5.019816e-01 0.7580442042 1.9175373560 0.5729228645 -0.4387113878
## 2232 5.508029e-01 0.4009773783 2.1453632805 0.3235853160 -0.8518535221
## 2233 5.170406e-01 0.5094725027 2.1145724941 0.3273028383 -0.8352840466
## 2234 4.963199e-01 0.5549904945 2.0731389244 0.3408169552 -0.8549326627
## 2235 4.968235e-01 0.5543360247 2.0733970533 0.3406362418 -0.8540658637
## 2236 4.816827e-01 0.5459455355 2.0589460309 0.3512904586 -0.8559706090
## 2237 4.695501e-01 0.5667687383 1.9953839569 0.2598750085 -0.6764152881
## 2238 4.871164e-01 0.2885219947 2.3113448094 0.1553563908 -0.6892743318
## 2239 -4.679443e-01 1.2352228140 2.4511500292 0.4695321413 -1.0955912697
## 2240 -4.919764e-01 1.2624843602 2.2649584887 0.5369909563 -0.8283591408
## 2241 -5.714001e-01 1.1662145891 2.3390231889 0.5063063306 -0.8533779969
## 2242 -5.752602e-01 1.1596228758 2.3341304013 0.5084739813 -0.8530379891
## 2243 -5.647932e-01 1.1724049938 2.3004026005 0.5314975270 -0.8880095354
## 2244 -5.561547e-01 1.2065082129 2.3033507438 0.6883104030 -1.0277166869
## 2245 -4.958333e-01 0.8147878043 1.8928166904 0.1803498506 -0.4363971261
## 2246 -4.971093e-01 0.8134844406 1.8935505705 0.1784951840 -0.4529931446
## 2247 -4.872553e-01 0.8931469778 1.7703563725 0.2144273135 -0.3694084874
## 2248 -4.873509e-01 0.8949606701 1.6617417228 0.1343413218 -0.3467529376
## 2249 -5.271059e-01 0.9125069594 1.5057039313 0.1541294230 -0.4682166374
## 2250 -5.442783e-01 0.9261651501 1.4476312045 0.1259115666 -0.5185569269
## 2251 -5.211295e-01 1.0657701683 1.4684237131 0.1830855862 -0.7080352531
## 2252 -5.108908e-01 1.0516957887 1.4704838126 0.1962344324 -0.7130100822
## 2253 -5.273824e-01 1.1246919699 1.5273504577 0.1254219342 -0.6674041954
## 2254 -4.547408e-01 1.1307541218 1.6518825706 0.1292479259 -0.6697230086
## 2255 -4.477004e-01 1.1485595306 1.6673152998 0.1278315237 -0.6730593659
## 2256 -8.623692e-02 1.4676802412 2.2785633877 0.0440551689 -0.7235315106
## 2257 -3.581779e-02 1.5260736159 2.1842199919 0.1214797512 -0.7196063574
## 2258 2.512901e-02 1.5979406847 2.1164322760 0.1948450074 -0.6944768997
## 2259 9.514906e-03 1.5707172495 2.0376450357 0.1875716142 -0.7291164385
## 2260 -1.677693e-01 1.4115352764 2.3353066849 0.0249193675 -0.7702211465
## 2261 -6.472000e-02 1.3746072647 2.2634289075 -0.0712204938 -0.6345646036
## 2262 5.206272e-02 1.3716485221 2.2800610114 -0.1174611170 -0.6123091023
## 2263 1.171369e-01 1.4303700471 2.3921800443 -0.1775053594 -0.6263300731
## 2264 1.212365e-01 1.4344792182 2.3944799228 -0.1785121109 -0.6295752865
## 2265 -1.373626e-02 1.5387769660 2.2567065279 -0.0830930736 -0.6952246050
## 2266 8.099013e-02 1.5917766634 2.0953770222 0.0265534838 -0.4110214920
## 2267 8.594373e-02 1.5916020101 2.1091085936 0.0365988415 -0.4152292565
## 2268 1.092835e-01 1.6415172944 2.1030239005 0.0021379323 -0.4022271812
## 2269 1.548659e-01 1.6949346044 2.0470771752 -0.1580854900 -0.4030399344
## 2270 1.313479e-01 1.6696594483 2.0324973204 -0.1455395968 -0.3832197799
## 2271 1.221909e-01 1.6598856092 2.0150706984 -0.1472068633 -0.3815853345
## 2272 1.121744e-01 1.7834620532 2.0224600924 -0.3570536669 -0.2558330742
## 2273 1.375898e-01 1.8083207191 2.0345126093 -0.3705571026 -0.2720364225
## 2274 1.337285e-01 1.8014398880 2.0299156727 -0.3670784528 -0.2735791726
## 2275 3.654494e-01 2.0030500012 2.5524870539 -0.5379309087 0.0079634621
## 2276 3.394806e-01 1.9991649636 2.4826742236 -0.6500886095 0.1878774855
## 2277 5.842374e-01 2.1354898146 3.0282934146 -0.6497047494 0.2565346159
## 2278 6.010195e-01 2.1378397836 3.0254091652 -0.6953055569 0.2742699924
## 2279 5.509845e-01 2.1228146320 2.9000114733 -0.8383934337 0.4525802862
## 2280 6.049290e-01 2.1764969230 2.9262505763 -0.8708187940 0.4026748970
## 2281 7.933287e-01 2.3987441271 2.9510867244 -1.0386871444 0.2981940314
## 2282 7.708633e-01 2.4381919098 2.9177146935 -1.1055246315 0.3845093566
## 2283 9.237178e-01 2.7243418073 3.0939166064 -1.1278805373 0.3862197679
## 2284 9.743560e-01 2.7703934267 3.1363582975 -1.1664482087 0.3746331149
## 2285 1.002534e+00 2.7883364753 3.1657814485 -1.1999952031 0.3683677243
## 2286 1.038925e+00 3.1096037295 3.1555686670 -1.3527109427 0.3086293174
## 2287 9.962836e-01 3.2525391234 3.2041632075 -1.4465477644 0.3435537916
## 2288 1.063998e+00 3.4754429316 3.3163470542 -1.6124790400 0.3341249256
## 2289 1.129312e+00 3.5167126505 3.3276934083 -1.6144126567 0.3691459158
## 2290 1.491462e+00 3.8494523206 3.5061929196 -1.7832431803 0.1227224968
## 2291 2.162365e+00 4.6752229704 3.8074450915 -2.2069329248 -0.1406480223
## 2292 -3.862661e-01 -0.9638198332 -0.8636405377 1.2530138245 -0.2799043919
## 2293 1.475172e-01 0.6550108418 0.3840858685 -0.5462781421 0.0076859929
## 2294 1.580784e-01 0.6476181363 0.3811841735 -0.5285541639 0.0011358928
## 2295 2.001477e-01 0.6697031337 0.3879043220 -0.5368343773 0.0021082589
## 2296 2.004893e-01 0.6814289491 0.3830071884 -0.5086476322 -0.0198026482
## 2297 -7.630334e-02 0.0170757969 0.2809281859 -0.2350760269 -0.1085509585
## 2298 -5.894601e-02 -0.0508299414 0.3548497040 -0.2287211814 -0.0989426564
## 2299 -5.572912e-02 -0.0778072307 0.3720629566 -0.1900978422 -0.0773634474
## 2300 6.825497e-02 0.1265811485 0.4699922353 -0.3020533472 0.0169159167
## 2301 4.595574e-02 0.1101011936 0.5099509736 -0.3094379743 0.0017935588
## 2302 3.412250e-02 0.1120032553 0.4914871725 -0.2821335381 -0.0153464327
## 2303 3.292147e-02 0.1095063696 0.4879289470 -0.2816844810 -0.0166281149
## 2304 4.438731e-02 -0.0168805562 0.4839546901 -0.2315889058 0.0037521044
## 2305 1.000107e-01 -0.0982668819 0.5645515269 -0.1479879969 0.0239665053
## 2306 9.088223e-02 -0.1359215687 0.5667417295 -0.1326831698 0.0132746894
## 2307 6.966564e-02 -0.0622527176 0.3748109077 0.0464436657 -0.0454631013
## 2308 1.177183e-01 -0.1702667296 0.4383549128 -0.2913957142 -0.5346341032
## 2309 1.318094e-01 -0.0827695642 0.3887604865 -0.3904917499 -0.7091037346
## 2310 1.173495e-01 -0.0848447848 0.3249620303 -0.4155999634 -0.6347305593
## 2311 1.383304e-01 -0.1492426828 0.2011425831 -0.4778520352 -0.6341296803
## 2312 1.149837e-01 -0.1579108424 0.0952285170 -0.5566924615 -0.6457885370
## 2313 5.226992e-02 -0.1610801885 0.0098135352 -0.5790310017 -0.6345005193
## 2314 4.973991e-02 -0.1654799291 0.0054401032 -0.5783781474 -0.6340299774
## 2315 1.658967e-02 -0.1797883735 -0.0450037655 -0.4735176594 -0.6613408410
## 2316 1.845422e-02 -0.1706797148 -0.0207383462 -0.4904735881 -0.6355382984
## 2317 -1.116955e-01 -0.1492465421 0.0057117592 -0.4522539595 -0.7292395448
## 2318 -1.383117e-01 -0.1612367838 0.0571890502 -0.4594454095 -0.7410623436
## 2319 -1.928661e-01 -0.1310265416 0.0594739921 -0.5053001640 -0.6794774446
## 2320 -2.010384e-01 -0.1662365022 0.0805357484 -0.4621888044 -0.6584073814
## 2321 -2.409601e-01 -0.1376375893 -0.1280181892 -0.3984657082 -0.3826451328
## 2322 -1.506501e+00 0.0500532156 0.4047785200 -0.3628083506 -0.2100053414
## 2323 -1.509987e+00 0.0361456534 0.4028033479 -0.3506634600 -0.2009669492
## 2324 -1.503629e+00 0.0224832088 0.3816153917 -0.3459604116 -0.2013137214
## 2325 -1.401153e+00 0.1083366433 0.3548830462 -0.3973898820 -0.1226598905
## 2326 -1.429703e+00 0.0747327809 0.3825403079 -0.4132343937 -0.1407437360
## 2327 -1.459486e+00 0.0474621151 0.4161114012 -0.4150453018 -0.1563599682
## 2328 -1.465703e+00 0.0420769281 0.3993792562 -0.4039831940 -0.1584809161
## 2329 -1.370317e+00 -0.0653852717 0.4531716272 -0.4984627773 -0.1395912885
## 2330 -1.523702e+00 -0.1984764210 0.6384922356 -0.5424103257 -0.2073267150
## 2331 -1.472976e+00 -0.1926590869 0.6674685317 -0.5635283886 -0.2659136579
## 2332 -1.493966e+00 -0.2907213838 0.7202188922 -0.5677913131 -0.2003933913
## 2333 -1.509621e+00 -0.2550211647 0.7227567129 -0.6681131651 -0.3961669428
## 2334 -1.504194e+00 -0.2694161040 0.7383000545 -0.6413064632 -0.4123212886
## 2335 -1.378333e+00 -0.2238804884 0.7467617699 -0.6166931898 -0.3706457999
## 2336 -1.531018e+00 -0.4472184983 1.0225246630 -0.6933233230 -0.4067410779
## 2337 -1.514346e+00 -0.4328720529 0.9829223191 -0.6742951661 -0.4037803522
## 2338 -1.613349e+00 -0.4542294254 0.9377237445 -0.7356574553 -0.3904921651
## 2339 -1.535324e+00 -0.3541105270 0.8683414668 -1.0956055898 -0.3007087033
## 2340 -1.463155e+00 -0.1614524531 0.8082406855 -0.4383214192 -0.6600762819
## 2341 -1.453259e+00 -0.1518746423 0.8319486851 -0.4399236394 -0.6435946389
## 2342 -1.446042e+00 -0.1873586856 0.7958824320 -0.3853227422 -0.6326398220
## 2343 -1.471700e+00 -0.2398600231 0.7849338669 -0.3513359170 -0.4999109418
## 2344 -1.492741e+00 -0.2128944010 0.7859482458 -0.3408717057 -0.4947738435
## 2345 -1.522811e+00 -0.1533805048 0.7290924557 -0.4825637282 -0.3146534467
## 2346 -1.541181e+00 -0.1479402491 0.6900210359 -0.4678279779 -0.3256332243
## 2347 -1.524959e+00 -0.1476606217 0.7075591854 -0.4586652405 -0.3277018860
## 2348 -1.519121e+00 -0.1280211283 0.7031921851 -0.3514623692 -0.4162145174
## 2349 -1.138177e+00 0.2695357655 1.3478191806 -0.2268873695 -0.2228682910
## 2350 -1.151292e+00 0.2532183921 1.3288364116 -0.2239932775 -0.2216332934
## 2351 -1.025819e+00 0.3029507760 1.5028616754 -0.2476603089 -0.2193323837
## 2352 -9.276366e-01 0.3492491800 1.6056912155 -0.2997530669 -0.2320576461
## 2353 -9.140407e-01 0.3406914169 1.6637263571 -0.2326861471 -0.1367893619
## 2354 -9.182981e-01 0.3300325621 1.6634147064 -0.2207761276 -0.1400863272
## 2355 -1.377489e+00 0.2492212578 1.1876700143 -0.3403503823 0.5766633638
## 2356 -1.390677e+00 0.2738816714 1.1716745030 -0.3924966104 0.6726278443
## 2357 -1.414568e+00 0.2696190859 1.1121899248 -0.4597846475 0.7382082515
## 2358 -1.501300e+00 0.1463895909 1.1575111934 -0.4455323490 0.9278745979
## 2359 -1.471546e+00 0.0257592033 1.2260009169 -0.3595736500 0.9533452178
## 2360 -1.346801e+00 -0.0020066923 1.0024634733 -0.3266845925 1.1390923138
## 2361 -1.273307e+00 0.0568050804 1.0818525305 -0.4012000929 1.1257102909
## 2362 -1.209255e+00 0.0728392076 1.0374646003 -0.3623507410 1.1377618401
## 2363 -1.173916e+00 0.0985699902 1.1144053697 -0.3705432115 1.1405084865
## 2364 -1.112154e+00 0.1729958209 1.0116709767 -0.4438602996 1.2482745111
## 2365 -1.105524e+00 0.1651828984 1.0153723701 -0.4396030949 1.2414273968
## 2366 -1.152562e+00 0.1908208219 1.0191268392 -0.4766653681 1.2924687804
## 2367 -9.559695e-01 0.2462559252 1.0320206383 -0.3647904543 1.4124039358
## 2368 -9.162570e-01 0.1942963088 0.9585378706 -0.2203729712 1.5230012046
## 2369 -9.300225e-01 0.1564274144 0.9156797659 -0.2097087910 1.5172641034
## 2370 -9.776110e-01 0.1746222182 0.8728187924 -0.2885413878 1.5683965871
## 2371 -9.564961e-01 0.2164845626 0.8415540865 -0.3445485150 1.4262152440
## 2372 -9.063642e-01 0.1692254280 1.0114409874 -0.8391368965 0.9505522968
## 2373 -9.546600e-01 0.2118190306 0.9971970671 -0.8391472053 1.0010450998
## 2374 -9.470222e-01 0.1971671642 1.0011396527 -0.8328150212 0.9818194105
## 2375 -8.205865e-01 0.2930157578 1.1148948328 -0.9273851661 0.9206225395
## 2376 -8.258494e-01 0.2860038296 1.1131830933 -0.9286284409 0.9092831931
## 2377 -8.822006e-01 0.2643012256 1.0529650278 -0.7749936114 1.1358388425
## 2378 -8.089489e-01 0.2046060103 1.1229613484 -0.8854627080 1.2725725541
## 2379 -7.609223e-01 0.3853315328 1.1651591560 -0.9988321843 1.2810945627
## 2380 -6.346144e-01 0.4517107378 1.3015719965 -0.9315086802 1.1112531461
## 2381 -1.039259e+00 0.1591635886 1.0202031777 -0.9128847073 1.5237855288
## 2382 -1.010148e+00 0.1602285858 1.1180000407 -0.8016089661 1.5407744558
## 2383 2.187760e-01 0.9659471776 -1.1500355378 1.5479501782 -0.4657803997
## 2384 2.140616e-01 1.0350289771 -1.1536846863 1.5676836672 -0.4762924227
## 2385 2.109851e-01 1.0488015386 -1.1702511547 1.5915755831 -0.4945198606
## 2386 -3.238119e-01 -0.0658457399 0.1745923746 -0.1276696359 0.1821142423
## 2387 -6.851574e-01 -0.3600582191 0.5054915484 -0.1701335367 0.0155974414
## 2388 -6.679569e-01 -0.3741242863 0.4707725260 -0.1493936167 0.0184409307
## 2389 -6.678454e-01 -0.3760127977 0.4709226359 -0.1484779773 0.0185696313
## 2390 -6.710050e-01 -0.3110545477 0.5094348514 -0.2577131709 0.0206194431
## 2391 -6.092725e-01 -0.2210488452 0.4669760859 -0.2724786866 0.0113029074
## 2392 -6.096638e-01 -0.2250216660 0.4669570694 -0.2374519428 0.0532690081
## 2393 -6.216798e-01 -0.1659480648 0.4160751683 -0.2329979385 0.0132297006
## 2394 -5.431283e-01 0.0335239177 0.8575605100 -0.3030424763 0.1104774276
## 2395 -5.028841e-01 0.0927613497 0.8146409245 -0.2844496830 0.1075687638
## 2396 -4.889332e-01 0.0891680652 0.8115772822 -0.2656609143 0.0974064389
## 2397 -2.451481e-01 0.2156040708 1.3533184118 -0.2677826334 0.1656181147
## 2398 -2.305928e-01 0.2197606631 1.3579662746 -0.2388400272 0.1626592517
## 2399 -2.304813e-01 0.2178721517 1.3581163845 -0.2379243878 0.1627879523
## 2400 -1.917004e-01 0.2678432086 1.4007125671 -0.3275650371 0.1879633362
## 2401 -2.084730e-01 0.1840264677 1.3956428394 -0.2985994299 0.1751337748
## 2402 -2.443794e-01 0.1553717117 1.3928120883 -0.2948249190 0.1441822453
## 2403 -2.240653e-01 -0.0102666245 1.4127480196 -0.1566293063 0.1872265326
## 2404 -3.483830e-01 -0.2295146467 1.6930292120 -0.2494786002 0.1089578232
## 2405 -1.408181e-01 -0.3412519045 1.4600691596 -0.3686251637 0.1316503006
## 2406 -1.884283e-01 -0.4004122773 1.4718138393 -0.3587615217 0.0775088719
## 2407 -1.883168e-01 -0.4023007887 1.4719639492 -0.3578458823 0.0776375725
## 2408 -1.189174e-01 -0.2379805832 1.2768934844 -0.2897572375 0.1159659783
## 2409 -1.121150e-01 -0.2514761204 1.2562127787 -0.2839828409 0.1134307145
## 2410 -1.241721e-01 -0.2408807305 1.2868669523 -0.2812800505 0.0875892235
## 2411 1.307943e-02 -0.1217503810 1.3166367270 -0.3205530789 -0.0317238251
## 2412 1.061795e-01 -0.1141808439 1.3115151410 -0.3806054430 -0.0091483758
## 2413 1.147806e-01 -0.2647611084 1.2824033380 -0.3860196334 0.2019138217
## 2414 1.561924e-01 -0.1642853800 1.2311715005 -0.3036792349 0.2337384999
## 2415 1.071823e-01 -0.1970799056 1.0800332918 -0.3205415756 0.0766261967
## 2416 3.443591e-01 -0.0555750027 1.6336633789 -0.3404092332 0.1440047151
## 2417 3.376561e-01 -0.0294444287 1.5837900564 -0.3353615842 0.1224643570
## 2418 3.762616e-01 -0.0195804685 1.5867846193 -0.3418342822 0.1187601643
## 2419 3.489161e-01 0.0066378041 1.5257310093 -0.3368806143 0.1845636932
## 2420 3.684251e-01 0.0119951937 1.5169389662 -0.3658643639 0.2874475007
## 2421 3.950521e-01 0.0396603130 1.4978057873 -0.3845983664 0.2964615343
## 2422 4.750158e-01 0.0560746637 1.5138040004 -0.3142500850 0.3494414171
## 2423 4.242403e-01 0.0623739937 1.4031942369 -0.4728385617 0.4314618796
## 2424 6.703863e-01 -0.0345027576 1.1408233459 -0.3924274773 0.8621993700
## 2425 6.358778e-01 -0.0741692505 1.1321534377 -0.3770955151 0.8425664875
## 2426 6.308931e-01 -0.2401741138 1.1179591977 -0.3431985534 1.0676440207
## 2427 6.466379e-01 -0.2298785110 1.1539214437 -0.3731784900 1.0648051285
## 2428 6.343540e-01 -0.3992642649 1.2199463507 -0.2468125172 1.0994497022
## 2429 6.511880e-01 -0.3995815052 1.2353186165 -0.2359226221 1.1008686996
## 2430 7.551085e-01 -0.2913209142 1.1144030258 -0.1804061648 1.1420132020
## 2431 7.989716e-01 -0.2919889274 1.1090649060 -0.1950894259 1.1475422776
## 2432 7.849585e-01 -0.2910511021 1.1531790532 -0.1918305931 1.1359464181
## 2433 9.684813e-01 -0.1616830807 0.9387109064 -1.0221927549 1.5608784031
## 2434 9.589696e-01 -0.3628664188 0.9356098392 -0.9240689311 1.5854673611
## 2435 9.700498e-01 -0.3751590211 0.9370800364 -0.9147725675 1.5875906286
## 2436 9.739231e-01 -0.3725611414 0.9369163806 -0.9141326760 1.5863832517
## 2437 9.622319e-01 -0.3294147762 0.9766934489 -0.9003168641 1.5891961846
## 2438 9.611881e-01 -0.3302139826 0.9692764373 -0.8772093106 1.5797433479
## 2439 1.226948e+00 -0.1561400550 1.5727820496 -0.9162921148 1.6769196104
## 2440 1.234327e+00 -0.1766329893 1.5810173812 -0.9230618314 1.6747837862
## 2441 1.343184e+00 0.0866134877 1.7639295191 -0.9297544544 1.6474092301
## 2442 1.362508e+00 -0.0645946679 1.8099455123 -0.7392930008 1.6332785862
## 2443 1.370109e+00 -0.0803129231 1.8065945169 -0.7303399369 1.6342938723
## 2444 1.315928e+00 -0.0518926681 1.8198005712 -0.7888408565 1.6961148652
## 2445 1.316057e+00 -0.0521975810 1.8167617013 -0.7899065957 1.6949637170
## 2446 1.328997e+00 -0.0394289564 1.8206702316 -0.7943624685 1.6906213326
## 2447 1.503065e+00 0.0074492083 1.7842249883 -0.7226938963 1.7657909992
## 2448 1.646346e+00 -0.0610891413 1.8166483259 -0.8198757499 1.8223462979
## 2449 1.631070e+00 -0.0560137458 1.7664228671 -0.9510350867 2.0081635234
## 2450 1.707791e+00 0.0702108578 1.8370660467 -1.0451298738 1.8797474165
## 2451 1.749744e+00 0.0923151071 1.8859270021 -1.0746688829 1.8756238659
## 2452 1.773178e+00 0.1256658992 1.8899657018 -1.0570581814 1.8478297031
## 2453 1.771184e+00 0.0774052382 1.9725109990 -0.9298370228 1.9414118980
## 2454 1.813627e+00 0.0379250378 2.0859985961 -0.9090683756 1.9513218656
## 2455 1.760402e+00 0.0700381348 2.0890987445 -0.9551269273 2.0111545406
## 2456 1.790092e+00 0.0714479412 2.1149716121 -0.9768859068 2.0414148151
## 2457 1.816121e+00 0.0823476926 2.1351525653 -0.9717493994 2.0318488121
## 2458 1.747487e+00 0.1677998153 2.0307371504 -0.9217207594 1.9259791383
## 2459 1.731896e+00 0.2595660813 1.9284352683 -0.9270897089 1.8500287783
## 2460 1.711916e+00 0.2265450826 1.8704191370 -0.8746752059 1.7843081876
## 2461 2.408670e+00 -0.0620016178 1.9485683321 -0.4433838966 2.0139901609
## 2462 2.449607e+00 0.0226201878 1.9690055480 -0.4624415424 1.9773102943
## 2463 2.384359e+00 0.1302061100 1.9216810018 -0.5531410007 2.1275799916
## 2464 2.351883e+00 0.1046263409 1.8284950474 -0.7022775727 2.2789048165
## 2465 2.430638e+00 0.1628715229 1.8592974693 -0.7306014710 2.2293797035
## 2466 2.410167e+00 0.0033358605 1.9332352323 -0.5932035471 2.2717358670
## 2467 2.561213e+00 0.0702446677 1.9879292326 -0.6153746339 2.3027842818
## 2468 2.573466e+00 0.0663993289 1.9998327826 -0.6075818834 2.3046924433
## 2469 2.983641e+00 0.5570707530 2.2662977503 -0.8898703925 1.9701197857
## 2470 3.223214e+00 0.7118787514 2.7882105674 -0.9742814818 2.1265573272
## 2471 3.351541e+00 0.8711045480 2.7427029221 -1.0644158996 1.9223207247
## 2472 3.526882e+00 1.0506080376 2.8263103113 -1.1575960702 1.8014856335
## 2473 3.608884e+00 1.2084533026 2.8689133324 -1.1785572482 1.6317840271
## 2474 3.614428e+00 1.2252201459 2.8756052549 -1.1405867500 1.6212873941
## 2475 2.073266e-01 0.9064896808 -1.1567188634 1.5231775293 -0.4799988138
## 2476 4.753775e-01 1.7124288319 0.1102713157 -0.3322795155 -0.1554660622
## 2477 5.627122e-01 1.3361582056 0.5545475595 -0.2070476035 -0.0870287492
## 2478 5.399730e-01 1.3013242703 0.5666885352 -0.1425640549 -0.1305890336
## 2479 3.139279e-01 0.6925882776 0.6853241202 -0.2451579779 -0.1028907685
## 2480 4.757701e-01 0.8662220164 0.6982200861 -0.3083094842 -0.1911301797
## 2481 4.101257e-01 0.7113371721 0.7154622623 -0.2778406734 -0.0607644901
## 2482 4.026083e-01 0.5229019109 0.0248692297 -0.0747383894 -0.2485823592
## 2483 5.005717e-01 0.3390243805 0.0859471226 0.0613459022 -0.0831636751
## 2484 5.613110e-01 0.2461857393 0.0789240668 0.0882286920 -0.0389317634
## 2485 4.059244e-01 0.0232425510 0.3408810730 0.0256156818 -0.1630133563
## 2486 4.047234e-01 0.0207456653 0.3373228474 0.0260647389 -0.1642950384
## 2487 3.705795e-01 -0.0443091508 0.3527650553 0.0182143575 -0.1905505291
## 2488 3.082245e-01 -0.1427359322 0.2344550310 0.0140829088 -0.2574359102
## 2489 2.418042e-01 -0.1450320101 0.1179698743 0.0306903523 -0.3945461224
## 2490 2.671109e-01 -0.1748270369 0.1461663621 0.0573432676 -0.3911441552
## 2491 1.942360e-01 -0.1226142192 0.1738027994 0.0942097496 -0.4292008987
## 2492 2.690580e-01 -0.2740628101 0.0834429067 -0.2617371543 -0.6857939859
## 2493 2.743180e-01 -0.3177885928 0.0922898189 -0.2114018102 -0.6564810657
## 2494 2.719062e-01 -0.3239207342 0.0914662637 -0.2075303168 -0.6567075050
## 2495 1.672275e-01 -0.4205672411 0.0845315865 -0.1975199686 -0.3279389626
## 2496 3.265614e-01 -0.4067393203 0.2687807529 -0.1470829280 -0.4608956239
## 2497 5.394549e-01 -0.6049480576 0.9541826389 -0.5450326115 -0.6965587118
## 2498 5.661613e-01 -0.6336688680 0.9598678690 -0.5407475363 -0.6888615964
## 2499 5.845286e-01 -0.8304740155 1.0743650353 -0.3865777735 -0.5643318134
## 2500 5.305569e-01 -1.1205849476 1.2513832115 -0.6425135599 -0.8060743711
## 2501 5.358600e-01 -1.1200881280 1.2710731757 -0.6318489848 -0.8200089876
## 2502 4.729188e-01 -1.0606867780 1.1912703691 -0.5677864957 -0.8693868008
## 2503 4.156032e-01 -0.9884074525 1.1388659390 -0.6515746054 -0.7128123654
## 2504 5.238629e-01 -0.9500167863 1.1071278979 -0.5763183145 -0.6385983421
## 2505 2.983410e-01 -1.1582159234 1.2281931711 -0.8147360129 -0.5918506610
## 2506 2.820391e-01 -1.1673220508 1.2689835239 -0.8225565397 -0.6086585337
## 2507 4.755288e-01 -1.1517013098 1.2065791302 -0.8688945233 -0.5713002202
## 2508 4.675469e-01 -1.1817554026 1.3143135065 -0.9414805574 -0.5978213681
## 2509 5.170988e-01 -1.1276862807 1.2662663023 -0.8916765570 -0.6109527399
## 2510 5.188142e-01 -1.2344895727 1.2615502612 -0.7930035869 -0.5524051114
## 2511 4.948695e-01 -1.2686050193 1.1813699124 -0.7797635715 -0.5791466598
## 2512 3.933600e-01 -1.3940540399 1.2402801253 -0.7255591370 -0.4987311967
## 2513 2.128078e-01 -1.4139148778 1.3762602940 -0.6281197149 -0.4965330268
## 2514 9.487157e-02 -1.2271468838 1.3000803697 0.1482367223 -0.9943435409
## 2515 -3.223862e-02 -1.0869350969 1.3035852352 0.3107355708 -1.0068923954
## 2516 -3.102816e-02 -0.9968469773 1.2879772167 0.2952316726 -1.0921910309
## 2517 2.709233e-02 -0.8954174011 1.2307964770 0.2864778730 -1.3152954407
## 2518 -7.349021e-02 -0.8117550781 1.2678950072 0.4945052483 -1.3254448611
## 2519 -3.748207e-02 -0.7763427535 1.2122278420 0.5508695061 -1.3324661793
## 2520 -9.971258e-02 -0.6678592946 1.0403700676 0.6510435231 -1.3907335317
## 2521 -1.106872e-01 -0.6421563420 1.0786244511 0.6980988711 -1.3820879532
## 2522 -9.634358e-02 -0.6208255510 1.0729785271 0.6657242378 -1.5403033101
## 2523 -8.684858e-02 -0.7130040064 1.1107646462 0.7325633480 -1.5232517499
## 2524 -1.436455e-01 -0.9467636436 1.0948957418 0.8962145762 -1.5329937443
## 2525 -1.401194e-01 -1.1313482412 1.1351042458 0.9944406656 -1.4941691962
## 2526 -1.550532e-01 -1.3122244961 1.1598650061 1.1047613679 -1.4767119462
## 2527 -4.091472e-01 -1.5352649182 1.4446181407 1.0168733080 -1.5627918326
## 2528 -5.068777e-01 -1.5927665769 1.3645101150 0.9083889910 -1.5656203293
## 2529 -8.727121e-01 -1.6330507452 1.0327058942 0.8950815844 -0.8281476967
## 2530 -9.018472e-01 -1.5420028396 0.8705109921 1.0133100130 -0.8977692089
## 2531 -8.802419e-01 -1.4879274881 0.8195815195 1.0538792460 -0.8488628031
## 2532 -8.633641e-01 -1.5218213703 0.7588732501 1.0651723224 -0.8844827678
## 2533 -8.816361e-01 -1.5528505152 0.6784555967 1.0583065237 -0.9156178586
## 2534 -9.635044e-01 -1.7086487930 0.6998233604 1.0712810071 -0.7770702983
## 2535 -1.336389e+00 -1.8566644720 0.8829107413 0.9360763151 -0.8930248268
## 2536 -1.289471e+00 -1.7840039480 0.9205675198 0.8886831736 -0.9201366783
## 2537 -1.232404e+00 -1.7687409241 0.9875801583 0.8797598892 -0.9264048157
## 2538 -1.229252e+00 -1.7665735365 0.9888611865 0.8793033270 -0.9232694539
## 2539 -1.145489e+00 -1.7115783800 0.9321583517 0.6450425510 -0.8471222682
## 2540 -1.021968e+00 -1.5815930002 0.9653929436 0.6353044242 -1.0336981881
## 2541 -7.221273e-01 -1.5954070138 1.5154945007 0.6483606458 -0.7982080003
## 2542 -6.849320e-01 -1.5612263977 1.5769153859 0.6168053694 -0.8052766577
## 2543 -6.932884e-01 -1.5921560105 1.5793817358 0.6211159035 -0.8082948671
## 2544 -7.263279e-01 -1.6289647234 1.5721344402 0.6123727861 -0.8065910086
## 2545 -7.354710e-01 -1.6405788950 1.5581945687 0.6140148668 -0.8055673183
## 2546 -9.411400e-01 -1.5766363996 1.4149912774 0.4954967049 -0.8074548942
## 2547 -7.964303e-01 -1.4392560299 1.6292862478 0.3559749140 -0.8337234882
## 2548 -8.687152e-01 -1.4407771221 1.6304364415 0.3104114984 -0.7727912680
## 2549 -8.921255e-01 -1.4736900555 1.6295123800 0.3039601887 -0.7730095519
## 2550 -8.801552e-01 -1.4606821097 1.6309648219 0.3027667682 -0.7742750511
## 2551 -8.892812e-01 -1.4407247335 1.5766749070 0.3476926220 -0.7869253335
## 2552 -8.592855e-01 -1.3612175736 1.4986257930 0.2715978845 -0.8722491334
## 2553 -9.004703e-01 -1.4206390327 1.4983559794 0.2621891179 -0.8621073796
## 2554 -1.078130e+00 -1.6243930386 1.4816598723 0.1969465318 -0.8389873869
## 2555 -1.095308e+00 -1.6455145724 1.4648194403 0.1994592910 -0.8496928115
## 2556 -1.165568e+00 -1.9751769958 1.3724989505 0.4281583744 -0.9319509627
## 2557 -1.589167e+00 -2.3990102943 1.3436515383 0.2185122875 -0.8589343886
## 2558 -1.625552e+00 -2.3682884120 1.2342492774 0.2012540606 -0.9459573881
## 2559 -1.642292e+00 -2.3892044854 1.2285233817 0.2013076755 -0.9751511345
## 2560 4.933534e-01 1.7401847465 0.1117259356 -0.3409217869 -0.1462224713
## 2561 -1.420940e-01 -0.5400735680 0.2838790134 -0.7971999542 -0.4705908977
## 2562 1.062413e-01 -0.4320130568 0.5193902770 -0.2358832313 -0.4684490914
## 2563 1.087088e-01 -0.4250825344 0.5010343833 -0.2241327009 -0.4780227970
## 2564 1.489927e-01 -0.3311912910 0.4386290014 -0.1177075379 -0.4933169074
## 2565 2.123004e-01 -0.2165546935 0.5814985090 -0.3449366190 -0.4233113963
## 2566 2.209998e-01 -0.2070447076 0.5837822725 -0.3461386036 -0.4264428646
## 2567 -1.813652e-02 -0.4460432932 0.6053868250 -0.3124899858 -0.5818223420
## 2568 -1.343777e-02 -0.4197067884 0.5955637444 -0.3201184181 -0.5819753232
## 2569 -1.485135e-01 -0.5254885428 0.3646591147 -0.2509517231 -0.7155391812
## 2570 -1.331538e-01 -0.5266814924 0.3488502427 -0.2480244987 -0.7271048367
## 2571 -1.955825e-01 -0.4507073873 0.3255275351 -0.7120840676 -1.1296149485
## 2572 -1.568670e-01 -0.4898150996 0.3207417842 -0.6599671471 -1.1455793390
## 2573 -1.558562e-01 -0.4947938398 0.4640924619 -0.7605761548 -1.1344839279
## 2574 -1.638691e-01 -0.3376012442 0.4339595450 -0.7645887391 -1.2749512471
## 2575 -1.256010e-01 -0.2693888794 0.2666155159 -0.7624479108 -1.3700178309
## 2576 -1.285251e-01 -0.3044648849 0.2782647158 -0.7198272796 -1.3516904292
## 2577 -1.117075e-01 -0.2400203079 0.3244439367 -0.7092813281 -1.3601806907
## 2578 -1.202276e-01 -0.4241067612 0.4061829017 -1.1440222176 -1.7691801622
## 2579 -3.745400e-01 -0.5922710086 0.6787830826 -1.2679357185 -1.8104396028
## 2580 -4.107746e-01 -0.5522468618 0.6297595052 -1.2636970026 -1.8575151956
## 2581 -3.872657e-01 -0.5671869147 0.6023564843 -1.2522570264 -1.8602162324
## 2582 -3.475085e-01 -0.5119732555 0.6543660241 -1.3039478475 -1.9637985142
## 2583 -3.242132e-01 -0.5004078825 0.6308495283 -1.3135214477 -1.9544401568
## 2584 -3.238856e-01 -0.6765120167 0.7055740750 -1.2005623502 -1.9067325046
## 2585 -3.022573e-01 -0.6658690236 0.7071704455 -1.2506748703 -1.8870685138
## 2586 -2.854911e-01 -0.6944997313 0.7217404180 -1.2317801142 -1.8896526393
## 2587 -2.755270e-01 -0.8329782745 0.8207735709 -1.0493386922 -1.8367738921
## 2588 -7.669877e-02 -0.7243414416 0.6743144855 -0.9225775866 -1.7902149043
## 2589 -6.572656e-02 -0.7168204681 0.6771026802 -0.9175826810 -1.7876002923
## 2590 -7.198222e-02 -0.7452133165 0.6701611010 -0.9069307811 -1.7979382544
## 2591 -5.291637e-02 -0.7590675863 0.7023732505 -0.8898725102 -1.7952727238
## 2592 -5.014577e-02 -0.7568612702 0.7038579225 -0.8906754645 -1.7967657132
## 2593 -6.580335e-03 -0.7274030409 0.7186231504 -0.9043673331 -1.7972233854
## 2594 -7.419520e-02 -1.0436991216 0.6037925037 -1.1621094386 -1.5630331336
## 2595 1.310147e-01 -0.9805867619 0.6076542610 -1.2236758552 -1.5116999388
## 2596 2.409934e-01 -0.9493768528 0.6168229335 -1.2962420634 -1.4692073090
## 2597 2.397924e-01 -0.9518737385 0.6132647079 -1.2957930063 -1.4704889912
## 2598 2.448370e-01 -0.8341041743 0.6791042443 -1.2753193138 -1.4437224212
## 2599 2.722949e-01 -0.7332163950 0.6904088768 -1.2108209576 -1.3765281044
## 2600 2.754666e-01 -0.7308602733 0.6923322720 -1.2102742656 -1.3792079369
## 2601 3.107885e-01 -0.8968617405 0.7233235261 -1.5783420733 -1.8860110998
## 2602 3.159634e-01 -0.8887188601 0.6954328280 -1.5908239723 -1.9399466740
## 2603 2.355874e-01 -0.9027818803 0.6102049834 -1.4887585116 -1.7164834514
## 2604 2.903314e-01 -1.0712016720 0.6924482562 -1.8587259237 -2.1885159941
## 2605 1.408115e-01 -0.7985316927 0.5998139298 -1.7841076159 -2.2354431669
## 2606 2.363834e-01 -0.7599717296 0.6669974632 -1.6436010468 -2.2065304417
## 2607 2.420396e-01 -0.7589278045 0.6680012903 -1.6466904080 -2.2136063573
## 2608 3.246542e-01 -0.8348935026 0.5140764871 -1.8958730123 -2.1566935392
## 2609 2.339776e-01 -0.7821203576 0.4722995773 -1.9278084808 -2.1210273693
## 2610 5.114026e-01 -0.4475855089 0.4416517908 -1.7169902420 -2.1459970793
## 2611 4.589114e-01 -0.5607985736 0.3330388926 -1.6304453877 -2.1788465134
## 2612 7.282638e-01 -0.5466318080 0.1285903441 -1.4579874910 -2.0681805696
## 2613 7.107427e-01 -0.6391784158 0.3448095662 -1.5434774705 -2.1316934324
## 2614 -3.170219e-01 0.3090682867 0.5052818292 -1.3101596818 -2.5690884836
## 2615 -4.218957e-01 0.2516981004 0.3972095944 -1.2607142845 -2.3360245742
## 2616 -4.204541e-01 0.2520015617 0.3978790599 -1.2613134414 -2.3357653396
## 2617 -3.261186e-01 0.3078382670 0.3732288337 -1.2553412307 -2.2793850998
## 2618 -2.932936e-01 0.3020565691 0.3703813457 -1.2738072023 -2.2610762776
## 2619 -2.461639e-01 0.3142052598 0.3270846480 -1.2567183110 -2.2436071365
## 2620 -2.307772e-01 0.3159022583 0.2122485117 -1.2802711274 -2.0477316185
## 2621 -2.355883e-01 0.3130252977 0.2412745277 -1.2504381632 -2.0282381203
## 2622 -2.616692e-01 0.3875987517 0.2741083924 -1.2244538666 -1.9448855202
## 2623 -2.556113e-01 0.3945975085 0.2718686139 -1.2259186362 -1.9476751473
## 2624 -4.129542e-01 0.3085743638 0.4815962084 -1.2649021871 -2.0355241513
## 2625 -4.005645e-01 0.3018239186 0.4601664962 -1.2645668545 -2.0423024041
## 2626 -6.374382e-01 0.2155195303 0.4611489706 -1.2275929562 -2.0467500812
## 2627 -6.426687e-01 0.2087437827 0.3907829471 -1.2268153559 -2.0954403077
## 2628 -6.396027e-01 0.2117328320 0.3908161533 -1.2230745298 -2.0963194299
## 2629 -5.513438e-01 0.3080445937 0.4393814513 -1.3440905815 -2.1753413259
## 2630 -5.525437e-01 0.3058368259 0.4355273748 -1.3449525235 -2.1747402501
## 2631 -5.535258e-01 0.3015576835 0.4288439901 -1.3452197982 -2.1788925301
## 2632 -3.904674e-01 0.4399542842 0.4687555666 -1.4903739343 -2.1640170944
## 2633 -3.788116e-01 0.4530686213 0.4704298335 -1.4919152122 -2.1699423088
## 2634 -2.482663e-01 0.4617139415 0.4175719995 -1.6534278187 -2.0481743391
## 2635 -2.173823e-01 0.5102339570 0.3677995742 -1.8830689639 -1.9255527201
## 2636 -1.632611e-01 0.5207331022 0.4578678560 -1.8763528025 -1.9184539905
## 2637 -1.409835e-01 0.5442970909 0.4642006681 -1.8830596588 -1.9267827283
## 2638 2.152276e-01 0.3862837958 0.1559366711 -2.1709091648 -1.8086205326
## 2639 2.068613e-01 0.3003738196 -0.0931374642 -2.3793009738 -1.6367113979
## 2640 3.128555e-01 0.1584620844 0.0090252567 -2.7181549577 -2.0956742619
## 2641 3.247580e-01 0.1572545118 0.0382427725 -2.7247923650 -2.0950206262
## 2642 4.227662e-01 0.2525251270 0.1722759814 -2.8034185615 -2.1285732178
## 2643 4.242078e-01 0.2528285884 0.1729454469 -2.8040177185 -2.1283139832
## 2644 4.251359e-01 0.2488671414 0.1644717308 -2.7835785861 -2.1353100426
## 2645 5.054767e-01 0.0987577539 0.2742324882 -3.1160632837 -2.5628981150
## 2646 5.641210e-01 0.1420454397 0.2386503795 -3.3206439872 -2.5098222805
## 2647 6.099410e-01 0.1877874850 0.2601216533 -3.3367320856 -2.5440231219
## 2648 6.169643e-01 0.1954686235 0.2618101156 -3.3380950997 -2.5500542355
## 2649 6.256801e-01 0.2049948013 0.2640948388 -3.3392885996 -2.5531896268
## 2650 6.848557e-01 0.2641452503 0.2910598041 -3.3657980313 -2.5989972502
## 2651 6.663905e-01 0.1493158625 0.3243533014 -3.3235807695 -2.3398557010
## 2652 6.846356e-01 0.1569221786 0.1916748170 -3.2778830192 -2.3822686504
## 2653 6.912222e-01 0.1721430413 0.1337605770 -3.3712556356 -2.3026043808
## 2654 6.964616e-01 0.1562645135 0.1018927214 -3.4253259368 -2.2072986264
## 2655 8.679026e-01 0.3030414384 0.1376933061 -3.5450850313 -2.3234031211
## 2656 1.121541e+00 0.5606029020 0.2586150394 -3.6827430949 -2.5054624506
## 2657 1.588034e+00 1.0559263699 0.3339150543 -3.7714229325 -2.7462045539
## 2658 1.937129e+00 1.4143266102 0.4964174789 -3.9578026217 -2.9960045367
## 2659 2.384308e+00 1.8363388569 0.6065585064 -4.0854064815 -3.2490529952
## 2660 2.367055e+00 1.8151325565 0.5969042687 -4.0845185819 -3.2719140723
## 2661 2.428162e+00 1.7280762267 0.5317400688 -3.8416573578 -3.2358752842
## 2662 5.089054e-01 1.7375907171 0.1006646586 -0.3706846902 -0.1245020850
## 2663 2.582059e-01 0.9105135628 0.1864449617 -0.3132285517 -0.0498295812
## 2664 2.709044e-01 0.9691929852 0.1883286137 -0.3548428689 0.0465656055
## 2665 1.479431e-01 0.5578825195 0.2130386501 -0.4646735518 0.1800288602
## 2666 1.480903e-01 0.5261206754 0.2168045448 -0.3423691937 0.1811263107
## 2667 1.326364e-01 0.5173488281 0.1912789703 -0.3265483759 0.1573991901
## 2668 5.665900e-02 0.1021128950 0.2164968248 -0.3582180823 0.3257531178
## 2669 -8.159707e-02 0.0883889432 0.1307396607 -0.3360491323 0.3273815142
## 2670 -8.233921e-02 0.0860724618 0.1276753036 -0.3344848382 0.3239230894
## 2671 -1.423017e-01 0.2067016140 0.1463402346 -0.3460155854 0.2008252938
## 2672 -1.248006e-01 0.2029902304 0.1488312282 -0.3387135632 0.1999907938
## 2673 -5.632116e-02 0.1547364432 -0.0155998906 -0.2589174572 0.1098631592
## 2674 -5.798128e-02 0.1376213438 -0.0681303233 -0.2509819418 0.2474622904
## 2675 -7.129326e-02 0.1360782896 -0.0957599107 -0.3160961599 0.3393257315
## 2676 -5.761015e-02 -0.0147004182 0.0148901332 -0.7017390448 -0.0557937795
## 2677 -7.899103e-02 0.1175262410 0.0445961391 -0.6707817420 -0.0570550538
## 2678 -9.506983e-02 0.1615908756 0.0337629654 -0.6468095673 -0.0502336925
## 2679 1.076447e-01 0.3884558541 0.5090804442 -0.6337065455 -0.0519297738
## 2680 2.759251e-01 0.4363667522 0.5006442296 -0.5524403936 0.1063081600
## 2681 1.915941e-01 0.4980026400 0.5147235527 -0.4182360224 0.0849630253
## 2682 2.032377e-01 0.4765320333 0.5409063450 -0.4014815069 0.0746154552
## 2683 3.034696e-01 0.5403122402 0.3578693529 -0.3453516758 0.3930080795
## 2684 4.062915e-01 0.4312369682 0.2667104576 -0.2586721454 0.5014683143
## 2685 4.127098e-01 0.4122358267 0.2446079191 -0.2476042633 0.5100663368
## 2686 4.381189e-01 0.4074677376 0.2678017032 -0.2756669948 0.4965859888
## 2687 4.590598e-01 0.4294482933 0.2691327355 -0.2536109746 0.4910946299
## 2688 4.965624e-01 0.4100120804 0.2749412614 -0.3097769991 0.5085162581
## 2689 5.117196e-01 0.3896628519 0.3056001433 -0.2881319157 0.5107705718
## 2690 5.262400e-01 0.4307991910 0.2886125198 -0.2931629833 0.4663819261
## 2691 5.556389e-01 0.4407191284 0.2030158259 -0.3502418961 0.4239867229
## 2692 6.005524e-01 0.5423268037 0.2664401418 -0.4121406632 0.3358165750
## 2693 6.450478e-01 0.5937617075 0.2174545395 -0.4830562510 0.3002563701
## 2694 7.818967e-01 0.7474329391 0.2170216366 -0.5757972942 0.2173423236
## 2695 7.888521e-01 0.7892120710 0.1657953864 -0.5949823194 0.1155023330
## 2696 8.001908e-01 0.8140908241 0.1828105136 -0.5703998361 0.1216658616
## 2697 8.090182e-01 0.9666712821 0.2701193737 -0.6904975505 0.0459573582
## 2698 8.150886e-01 0.9715712748 0.2517020822 -0.6811081549 0.0457252229
## 2699 7.307724e-01 0.7180794155 0.1239949456 -0.7966350742 0.3310730117
## 2700 7.559873e-01 0.7893937574 0.0208749148 -0.7013540611 0.3264354975
## 2701 7.482715e-01 0.7605729524 -0.0362006466 -0.6780407529 0.3061977471
## 2702 7.395879e-01 0.7518791226 -0.0689976818 -0.6760696154 0.2726941732
## PC26 PC27 PC28 PC29 PC30
## 1 -0.4526800280 -0.0536580234 3.131783e-01 2.437076e-01 -1.138645e-01
## 2 0.0577966148 0.1699379430 1.148735e-01 5.637343e-01 4.331437e-01
## 3 0.0164816861 0.2007443004 1.079821e-01 6.085161e-01 4.284810e-01
## 4 -0.0583427165 0.2432831921 5.872743e-02 6.626092e-01 3.586690e-01
## 5 -0.0268130851 0.2228151773 5.017438e-02 7.142131e-01 4.893047e-01
## 6 0.0954166862 0.1703178326 1.402793e-01 5.697149e-01 6.557033e-01
## 7 0.0956661268 0.1697883531 1.398475e-01 5.676068e-01 6.556005e-01
## 8 0.1954455518 0.1741694518 1.149878e-01 5.490182e-01 6.606204e-01
## 9 0.1948868233 0.1744478995 1.146616e-01 5.485885e-01 6.601571e-01
## 10 0.2300991387 0.1690088296 9.510722e-02 5.525721e-01 6.744027e-01
## 11 0.2831865044 0.1394271955 1.007034e-01 5.360928e-01 6.937652e-01
## 12 0.2778720679 0.1449369555 9.675549e-02 5.357352e-01 6.867068e-01
## 13 0.2712518660 0.1485708536 8.992775e-02 5.394803e-01 6.796776e-01
## 14 0.2648637249 0.1397291586 7.691520e-02 5.428627e-01 6.774714e-01
## 15 0.2896162581 0.1737607026 9.723397e-02 5.176874e-01 7.351870e-01
## 16 0.2950284181 0.1790660660 1.334009e-01 4.650576e-01 8.122989e-01
## 17 1.8046305456 -1.4017562830 -2.925321e-01 -4.994314e-01 1.601302e+00
## 18 1.8070774710 -1.4000303431 -2.926119e-01 -5.017385e-01 1.606490e+00
## 19 1.8020271732 -1.3859157592 -2.949376e-01 -4.867001e-01 1.600217e+00
## 20 1.7734821358 -1.3763671222 -3.408307e-01 -5.325747e-01 1.458321e+00
## 21 2.1014739306 -1.1919310054 -3.947469e-01 -7.844407e-01 1.515069e+00
## 22 2.1507710181 -1.1042797601 -3.001802e-01 -9.541565e-01 1.592029e+00
## 23 2.0972992208 -1.0967898804 -3.795649e-01 -9.127290e-01 1.707860e+00
## 24 2.0961221321 -1.0272744586 -3.395933e-01 -9.837591e-01 1.730469e+00
## 25 2.0352553693 -0.9796839432 -3.619884e-01 -8.616814e-01 1.725462e+00
## 26 2.0297558996 -0.9760653799 -3.669953e-01 -8.589077e-01 1.721063e+00
## 27 2.2112499864 -0.9707901895 -5.046655e-01 -9.574994e-01 1.501522e+00
## 28 2.1311297817 -0.9297539265 -6.033452e-01 -1.026273e+00 1.626347e+00
## 29 1.8375488192 -0.7426405458 -4.443532e-01 -6.493820e-01 1.447820e+00
## 30 1.7713919502 -0.7126603885 -4.083614e-01 -5.866768e-01 1.428796e+00
## 31 1.7293064702 -0.7174822950 -4.211929e-01 -5.457113e-01 1.401948e+00
## 32 0.7250882252 -0.8211708646 -9.404524e-01 -6.396801e-02 1.315381e+00
## 33 0.6914203421 -0.9914687779 -1.738506e+00 1.873418e-02 1.949732e+00
## 34 -0.1330851389 0.7093245830 -6.249375e-01 3.329787e-01 -4.811220e-01
## 35 -0.2030444929 0.0260048331 3.481651e-02 -5.530265e-03 -5.481542e-01
## 36 -0.1762619969 0.0283651029 7.525875e-03 3.612844e-02 -5.350973e-01
## 37 -0.0453818986 -0.0060211015 2.239535e-01 -2.542355e-01 -3.646220e-01
## 38 -0.0357674226 -0.0045437865 2.288328e-01 -2.659049e-01 -3.535491e-01
## 39 -0.0887590422 0.0141061477 2.022985e-01 -2.963336e-01 -3.471867e-01
## 40 -0.0456978682 0.0225511870 1.408481e-01 -3.046793e-01 -3.181507e-01
## 41 0.2760029246 -0.5826311828 -1.903461e-01 -1.899078e-01 6.165201e-01
## 42 0.3426790029 -0.6831662932 -1.447031e-01 -1.446157e-01 6.800138e-01
## 43 0.3445109527 -0.6851637401 -1.450619e-01 -1.502135e-01 6.802496e-01
## 44 0.5822069951 -0.5496051226 -1.570068e-01 -1.206332e-01 7.509159e-01
## 45 0.5751026152 -0.5448131194 -1.633107e-01 -1.169270e-01 7.450427e-01
## 46 0.5893690984 -0.5333877064 -1.661347e-01 -1.047429e-01 7.447056e-01
## 47 0.5888272844 -0.5331832023 -1.666031e-01 -1.051061e-01 7.444334e-01
## 48 0.6058918379 -0.5346831045 -1.677514e-01 -1.046455e-01 7.493553e-01
## 49 0.6140755724 -0.5176083904 -1.651383e-01 -1.025980e-01 7.611251e-01
## 50 0.6158791527 -0.4556961668 -1.370657e-01 -2.591939e-01 8.144281e-01
## 51 0.7156574423 -0.5037334490 -3.263528e-01 -8.809388e-02 8.661251e-01
## 52 0.6988111118 -0.5042339362 -3.491313e-01 -8.865591e-02 8.279530e-01
## 53 0.7029518155 -0.5030260347 -3.469441e-01 -9.379977e-02 8.332686e-01
## 54 0.8590470794 -0.3248290721 -3.740287e-01 -9.585092e-02 9.693852e-01
## 55 0.8827275151 -0.4285929312 -3.582570e-01 -6.498618e-02 9.658853e-01
## 56 1.0525838330 -0.5293515949 -3.583479e-01 -5.384682e-02 1.041791e+00
## 57 1.1141868244 -0.5187117754 -3.827782e-01 -5.762972e-02 1.060818e+00
## 58 1.0841153395 -0.7779534246 -3.408730e-01 -2.661727e-01 1.144309e+00
## 59 1.0641056840 -0.7899348328 -3.510571e-01 -2.529631e-01 1.098403e+00
## 60 1.0118512957 -0.7237261821 -3.745185e-01 -3.390178e-01 1.108754e+00
## 61 0.9518902748 -0.6706862360 -4.217441e-01 -3.107069e-01 1.061822e+00
## 62 0.9514278843 -0.6610302286 -4.546488e-01 -3.068327e-01 1.057772e+00
## 63 0.9687667201 -0.6629094928 -4.586277e-01 -3.153576e-01 1.067712e+00
## 64 1.0584297997 -0.6005533929 -5.630421e-01 -3.251731e-01 1.083169e+00
## 65 1.0015080252 -0.5850755379 -5.826850e-01 -3.229904e-01 1.059547e+00
## 66 0.8239275786 -0.4766543837 -5.948156e-01 -2.753567e-01 1.009900e+00
## 67 0.8270678800 -0.4976984182 -6.217754e-01 -2.526808e-01 9.984101e-01
## 68 0.8265260661 -0.4974939140 -6.222438e-01 -2.530441e-01 9.981379e-01
## 69 0.7580867916 -0.3937162585 -6.395319e-01 -2.306910e-01 9.907906e-01
## 70 0.5974785627 -0.8433414557 -5.870445e-01 -1.821074e-01 9.517491e-01
## 71 0.8410604415 -0.9437763538 -1.052130e-01 8.443409e-01 7.658301e-01
## 72 0.8730311068 -0.9512294221 -1.026890e-01 8.400103e-01 7.859212e-01
## 73 0.9639820534 -1.0657322602 -1.115720e-01 7.316280e-01 8.598454e-01
## 74 0.9559193969 -1.0639784745 -1.158559e-01 7.335500e-01 8.532044e-01
## 75 0.9544261983 -1.0629238574 -1.349753e-01 7.266981e-01 8.492509e-01
## 76 0.9806338531 -1.1892079403 -8.433253e-02 8.991484e-01 7.352280e-01
## 77 0.9560703187 -1.1325100667 -7.630481e-02 9.372219e-01 7.454814e-01
## 78 0.7192322897 -0.8489280608 8.080073e-02 9.804667e-01 8.922693e-01
## 79 0.3992659218 -0.8091117422 6.782057e-01 7.393275e-01 -5.851509e-01
## 80 0.5257812695 -0.4104241078 5.484978e-01 8.029956e-01 -4.779532e-01
## 81 1.2141418170 -0.2642219851 6.291574e-01 6.212937e-01 -7.106016e-01
## 82 1.2436554679 -0.2184733193 6.291544e-01 6.491064e-01 -7.113116e-01
## 83 1.2251669411 -0.2356891431 6.209811e-01 6.696978e-01 -7.259161e-01
## 84 1.2173650486 -0.2304115351 6.147247e-01 6.736631e-01 -7.328594e-01
## 85 1.1498049569 -0.1881837879 5.739670e-01 6.967026e-01 -7.822200e-01
## 86 0.8060697064 0.0527739072 6.090878e-01 9.425369e-01 -7.028530e-01
## 87 0.8972146506 0.2027907850 6.745512e-01 7.020915e-01 -3.935242e-01
## 88 0.8989347474 0.2619992392 7.386102e-01 6.118509e-01 -3.603459e-01
## 89 0.9899280245 0.2555997954 7.209508e-01 6.192697e-01 -3.335743e-01
## 90 1.5034086717 0.0596463102 1.119086e+00 1.254423e+00 -5.178520e-01
## 91 1.4760874630 0.0993894584 1.056340e+00 1.268164e+00 -5.563171e-01
## 92 1.4657115113 0.1051134498 1.048232e+00 1.285343e+00 -5.591285e-01
## 93 1.4596809859 0.1096680222 1.050399e+00 1.294467e+00 -5.598399e-01
## 94 1.5122176076 0.1134399601 1.087781e+00 1.209915e+00 -4.032015e-01
## 95 1.5498248053 0.1371533727 1.046864e+00 1.180837e+00 -3.877037e-01
## 96 1.5497389322 0.1361893163 1.048194e+00 1.172102e+00 -3.837254e-01
## 97 1.6001031953 0.1807545146 1.023558e+00 1.155243e+00 -3.544394e-01
## 98 1.5983834632 0.1826083132 1.023727e+00 1.155109e+00 -3.585762e-01
## 99 2.1761417339 0.2265258484 1.094136e+00 1.189522e+00 2.228729e-01
## 100 2.2161638661 0.3955130605 1.084531e+00 1.124278e+00 3.043982e-02
## 101 2.2151987099 0.3944224362 1.023088e+00 1.150339e+00 5.436105e-02
## 102 2.0827495198 0.4222818919 1.443577e+00 1.204188e+00 -8.997081e-01
## 103 2.0062940375 0.4505486268 1.482420e+00 1.282487e+00 -7.861343e-01
## 104 2.5122035032 0.2880835387 1.837814e+00 1.970471e+00 -9.781050e-01
## 105 2.5103108784 0.1698387263 1.927278e+00 2.119734e+00 -1.077514e+00
## 106 2.4734974267 0.1706550341 1.888389e+00 2.069701e+00 -1.225274e+00
## 107 3.1251466996 0.8219967851 1.942794e+00 1.981189e+00 -8.434947e-01
## 108 3.1024615992 0.9457040036 2.054699e+00 1.925867e+00 -1.169336e+00
## 109 3.0907125746 1.1413356990 2.566290e+00 1.694540e+00 -1.607479e+00
## 110 3.0507326152 1.4127985352 3.047251e+00 1.501067e+00 -2.214924e+00
## 111 2.9763402990 1.7927264426 3.742005e+00 1.175576e+00 -3.147971e+00
## 112 -0.0999488332 -0.4343919797 5.385357e-01 -3.866459e-01 -2.969426e-03
## 113 -0.0584244656 -0.1983081126 2.307822e-01 -1.311774e-01 -4.818224e-01
## 114 0.1211255834 -0.2197481224 7.755695e-02 -1.893314e-01 -5.591080e-01
## 115 0.1344751275 -0.2147217672 8.534226e-02 -2.157129e-01 -5.483469e-01
## 116 0.1432631638 -0.0628202417 -3.738708e-02 -1.717084e-01 -4.814631e-01
## 117 -0.0895843066 -0.2019275934 1.271491e-02 1.038829e-01 -2.889405e-01
## 118 -0.0893484819 -0.1797444359 -2.464401e-02 1.055994e-01 -2.979808e-01
## 119 -0.0972938559 -0.2007816562 -2.307799e-02 9.918806e-02 -2.132428e-01
## 120 -0.0872242705 -0.1744308788 -9.101277e-02 1.119567e-01 -2.151583e-01
## 121 0.1490559225 -0.0395479066 -1.155553e-01 3.265996e-01 -1.867749e-01
## 122 0.2595372319 0.0207415928 -8.131551e-02 3.133571e-01 1.424038e-01
## 123 0.3281269548 0.0832217629 -1.653452e-01 4.052902e-01 2.007332e-01
## 124 0.2973365210 0.0987862079 -1.484972e-01 3.546492e-01 2.811000e-01
## 125 0.2973365210 0.0987862079 -1.484972e-01 3.546492e-01 2.811000e-01
## 126 0.2576000846 0.5340443495 -3.086889e-01 2.724976e-01 2.601037e-01
## 127 0.2619664122 0.5351804545 -3.059817e-01 2.662556e-01 2.636316e-01
## 128 0.3876646665 0.7220884442 -3.217988e-01 2.707717e-01 3.957626e-01
## 129 0.4206671461 0.7481287611 -3.263724e-01 3.120051e-01 3.951572e-01
## 130 0.5525063330 0.6518882350 -2.738109e-01 3.720507e-01 4.730423e-01
## 131 0.5518912226 0.6524131613 -2.736629e-01 3.713996e-01 4.719417e-01
## 132 0.5654210703 0.6845328875 -2.790047e-01 4.205070e-01 4.615356e-01
## 133 0.6752482281 0.6675266979 -2.743718e-01 3.280559e-01 5.110633e-01
## 134 0.6747064141 0.6677312021 -2.748402e-01 3.276927e-01 5.107911e-01
## 135 0.4629796473 0.5502134488 -1.428703e-01 5.342654e-01 9.390211e-01
## 136 0.5275343279 0.5843654824 -1.177128e-01 4.230779e-01 9.946619e-01
## 137 0.8878050249 1.2034874643 -1.715931e-01 5.763771e-01 1.355734e+00
## 138 1.1281369959 1.2755296894 -2.701523e-01 3.179486e-01 1.669870e+00
## 139 0.6522597863 1.3883194953 -3.076894e-01 3.675022e-01 1.350043e+00
## 140 0.7079256607 1.4027197856 -2.729229e-01 1.575520e-01 1.272690e+00
## 141 0.7059586738 1.4036240314 -2.758600e-01 1.593437e-01 1.271966e+00
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## 143 1.1086262206 2.0357337435 -5.627161e-01 1.933300e-01 1.536250e+00
## 144 1.1043257140 2.0382081737 -5.668751e-01 1.933454e-01 1.530115e+00
## 145 1.1140827196 2.3020472699 -5.021512e-01 4.784666e-02 1.607413e+00
## 146 1.0851173949 2.3168937842 -5.000850e-01 6.698813e-03 1.445452e+00
## 147 1.0854973111 2.3157321496 -5.021958e-01 5.882037e-03 1.446343e+00
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## 149 2.5977052804 1.2304331174 -1.222355e+00 -7.789300e-01 7.585437e-01
## 150 2.5954896429 1.2440428664 -1.236587e+00 -7.803482e-01 7.518818e-01
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## 152 2.5612045687 1.2768039254 -1.250892e+00 -9.052575e-01 7.309448e-01
## 153 2.5720847039 1.3294466567 -1.267947e+00 -8.539744e-01 7.198006e-01
## 154 2.5550261022 1.3404425469 -1.283140e+00 -8.376581e-01 7.050417e-01
## 155 2.5278460241 1.4058151136 -1.274433e+00 -8.349433e-01 6.935343e-01
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## 157 -0.1997266202 0.6280760391 -5.951671e-01 3.037176e-01 -2.844357e-01
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## 180 0.0704424786 -0.4168230590 8.463523e-02 -3.593841e-01 1.941972e-01
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## 182 0.0561259831 -0.3999205448 2.941758e-04 -3.577311e-01 1.624703e-01
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## 754 1.4448743995 0.1416741889 1.541166e-01 -9.663147e-01 1.416241e+00
## 755 1.4369717995 0.1673346250 1.981173e-01 -9.902212e-01 1.349835e+00
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## 757 1.3692692842 0.1795185082 1.152100e-01 -1.044719e+00 1.074417e+00
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## 760 1.2194791916 0.3343002693 2.683502e-01 -1.181013e+00 1.050455e+00
## 761 1.3216049624 0.6233549280 3.884712e-01 -1.584825e+00 6.520186e-01
## 762 1.3222879011 0.6322078792 3.602710e-01 -1.597761e+00 6.468306e-01
## 763 1.2509664554 0.5345862329 5.412243e-01 -1.644445e+00 2.038824e-01
## 764 1.1391109082 0.2749210551 4.548929e-01 -1.668987e+00 3.289574e-01
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## 768 1.1132226822 1.3631174279 2.538295e+00 -2.722769e+00 -2.282048e+00
## 769 0.2580200804 0.2755872087 -6.574499e-01 3.001540e-01 3.765286e-01
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## 771 0.1150027532 -0.0626747606 -3.486383e-01 9.817883e-02 2.122012e-01
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## 793 1.3010092089 -0.5528207292 -2.926669e-01 3.072518e-01 -1.369264e-01
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## 799 1.3739681359 -0.5428560431 -3.743204e-01 1.608719e-01 -1.442387e-01
## 800 1.3742175765 -0.5433855226 -3.747522e-01 1.587639e-01 -1.443416e-01
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## 802 1.4878424739 -0.4042723292 -4.454883e-01 3.204169e-01 -2.828680e-02
## 803 1.6444450215 -0.2524024195 -3.207547e-01 8.677263e-02 1.016711e-03
## 804 1.6574556209 -0.2406258495 -3.132277e-01 6.395598e-02 9.541941e-03
## 805 1.6946638231 -0.1946223210 -2.737895e-01 -3.241806e-02 1.179480e-01
## 806 1.7066671182 -0.1884642238 -2.660951e-01 -5.730685e-02 1.285127e-01
## 807 1.7228517227 -0.1809173786 -2.534292e-01 -8.980834e-02 1.172160e-01
## 808 1.7290251651 -0.1814566972 -2.514877e-01 -9.844691e-02 1.277328e-01
## 809 1.4815887671 -0.0937351779 -3.832721e-01 -8.230535e-02 1.234135e-02
## 810 1.4692593293 -0.1143723934 -3.871608e-01 -7.436776e-02 -1.675250e-03
## 811 1.4677624112 -0.1241379964 -3.849912e-01 -2.337979e-02 -1.034980e-02
## 812 1.4672205973 -0.1239334922 -3.854596e-01 -2.374300e-02 -1.062201e-02
## 813 1.4704523620 -0.1223569750 -3.849645e-01 -2.947306e-02 -6.413917e-03
## 814 1.3320367753 -0.4684425540 -3.845915e-01 1.369887e-01 -3.357879e-01
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## 818 1.0000079152 -0.5094005871 2.750855e-01 -1.704692e-01 -1.867934e+00
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## 824 0.8594813358 -0.1111794853 1.716693e-01 -3.988065e-01 -1.725571e+00
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## 827 1.0213085913 0.0771482336 1.648160e-01 -4.554945e-01 -1.587440e+00
## 828 1.3798422539 0.1881381391 1.142786e-01 -6.282965e-01 -2.055977e+00
## 829 1.1072071646 0.3627661790 -8.803199e-02 -5.921730e-01 -2.149175e+00
## 830 1.3191949982 0.6937980088 -1.693561e-01 -5.207130e-01 -2.076373e+00
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## 835 2.4352414245 -0.0400748178 5.676570e-01 8.668868e-01 -2.407316e+00
## 836 2.3627293110 0.0016825738 5.780423e-01 7.374339e-01 -2.870059e+00
## 837 2.3382791424 -0.0217576582 5.593246e-01 7.016495e-01 -2.856979e+00
## 838 2.3267675459 -0.0468105692 5.743442e-01 6.960729e-01 -2.877160e+00
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## 843 2.0466776114 -0.0764406328 2.588697e-01 6.309800e-01 -3.401916e+00
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## 845 1.9955852132 -0.1668764141 1.549152e-01 6.809327e-01 -3.411760e+00
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## 848 1.9152166657 -0.2174280836 1.270196e-01 6.409373e-01 -3.427051e+00
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## 850 2.1455643124 0.1258048288 8.239858e-02 5.382734e-01 -3.003466e+00
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## 952 0.3973296820 0.6397581191 -2.305876e-01 3.427956e-01 -2.690246e-01
## 953 0.3990196555 0.6411539936 -2.019900e-01 3.065794e-01 -2.573828e-01
## 954 0.3895050827 0.6317619771 -1.743321e-01 2.279767e-01 -2.577893e-01
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## 956 0.6768834723 0.6147761694 -1.212609e-01 7.610359e-02 -3.775294e-01
## 957 0.8037737651 0.5371222743 -4.836496e-02 9.445398e-02 -5.024672e-01
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## 959 0.6452260963 0.3343038861 3.607076e-02 -1.568974e-01 -3.988269e-01
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## 978 0.4881383905 -0.6151321460 -6.595681e-01 3.782648e-01 1.307486e+00
## 979 0.9033632004 -0.8235377254 -6.960123e-01 1.374529e-01 9.312271e-01
## 980 0.9119837566 -0.8146730625 -6.596917e-01 5.862173e-02 9.926707e-01
## 981 0.9092996496 -0.7553309802 -5.944676e-01 -3.071104e-02 1.016546e+00
## 982 0.4086502517 -0.6217548910 -1.313110e-01 -2.458260e-01 -1.852662e-01
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## 986 0.2812248036 -1.0796191025 -3.117801e-01 -2.598867e-01 -2.293650e-01
## 987 0.2989057181 -1.0938702569 -3.120445e-01 -2.385030e-01 -3.196244e-01
## 988 0.1814686688 -0.9076542088 -2.395893e-01 9.152105e-02 1.286582e-01
## 989 0.1700467219 -0.9084761112 -2.349761e-01 8.362791e-02 1.110518e-01
## 990 0.1614528540 -0.9069087305 -2.591327e-01 8.474802e-02 1.008925e-01
## 991 0.1376894428 -0.9300325197 -2.544308e-01 9.207580e-02 6.857684e-02
## 992 0.1345078945 -0.9240971617 -2.619578e-01 1.310210e-01 8.425969e-02
## 993 0.1584711290 -1.1123564130 -3.391461e-01 2.874552e-01 3.738597e-01
## 994 0.1483770829 -1.0956610745 -3.119413e-01 2.357227e-01 4.285055e-01
## 995 0.1420639689 -1.0725149253 -3.322515e-01 1.948150e-01 4.369080e-01
## 996 0.1529752005 -1.0737094732 -3.515796e-01 1.088321e-01 4.592312e-01
## 997 0.1775457244 -1.0294358335 -3.565411e-01 1.394335e-01 4.522911e-01
## 998 0.2282605250 -1.0761985587 -3.606826e-01 9.777361e-02 6.192646e-01
## 999 0.1802011633 -1.2106031037 -5.356165e-01 2.314495e-01 6.587153e-01
## 1000 0.0823795332 -1.1032137566 -4.196749e-01 5.671243e-02 7.756408e-01
## 1001 0.0763121517 -1.0996905977 -4.252215e-01 6.223473e-02 7.713366e-01
## 1002 0.2270961465 -1.0617504042 -5.246986e-01 -1.094282e-01 7.268037e-01
## 1003 0.5831874140 -1.3516474819 -8.887644e-01 -1.352511e-02 1.691651e+00
## 1004 0.5401611431 -1.2964443985 -9.192278e-01 -4.363000e-02 1.584417e+00
## 1005 0.5266301842 -1.2887227628 -9.201199e-01 -4.743868e-02 1.566073e+00
## 1006 0.5010674850 -1.5106803205 -8.221962e-01 5.326766e-02 1.531380e+00
## 1007 0.3840390301 -1.7230230945 -8.440624e-01 -2.954581e-02 1.511274e+00
## 1008 0.2520976732 -1.7029290584 -8.938770e-01 1.968084e-02 1.437868e+00
## 1009 0.1822078205 -1.6995448357 -9.582395e-01 -8.237276e-02 1.137232e+00
## 1010 0.0502558437 -1.6735767235 -1.059580e+00 -2.591165e-01 5.367958e-01
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## 1013 -0.3228884075 -1.5030492000 -5.691449e-01 -5.303309e-01 -6.770108e-01
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## 1018 -0.1728698440 -1.3984975247 -4.536099e-01 -8.313261e-01 -1.098236e+00
## 1019 0.1330509990 -1.3697173515 -6.833153e-01 -8.223484e-01 -1.297137e+00
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## 1023 -0.2816821614 -1.8889659636 -8.675092e-01 -9.965240e-01 -1.452599e+00
## 1024 -0.3105234727 -2.0627808888 -8.099513e-01 -9.141573e-01 -1.891446e+00
## 1025 -0.3119623194 -2.0622301789 -8.125084e-01 -9.184448e-01 -1.895575e+00
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## 1030 -0.3503485457 -2.0146220872 -9.096377e-01 -9.849380e-01 -2.158469e+00
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## 1049 0.0439689823 0.3797474852 5.309913e-02 2.675381e-02 -2.917884e-01
## 1050 0.0077973250 0.2876683617 8.830342e-02 5.151415e-02 -3.854420e-01
## 1051 0.0092825664 0.2998125877 9.459513e-02 7.207067e-02 -3.751001e-01
## 1052 0.0576683494 0.1641783344 1.713732e-01 2.478651e-01 -4.699216e-01
## 1053 0.0722109015 0.1683742435 1.531447e-01 2.422491e-01 -4.640275e-01
## 1054 0.1757668407 0.3674032804 1.018494e-01 2.560315e-01 -3.822889e-01
## 1055 0.0273908690 -0.0453229467 2.159282e-01 2.436157e-01 -3.843316e-01
## 1056 0.1850001321 0.1487001286 2.421184e-01 1.690854e-01 -2.633878e-01
## 1057 0.1908089424 0.1150981831 2.599740e-01 1.512667e-01 -2.638322e-01
## 1058 0.3484565617 0.0988175907 8.366963e-02 1.314479e-01 -4.867993e-01
## 1059 0.3787269106 0.1137214318 8.298982e-02 1.086118e-01 -4.570642e-01
## 1060 0.3715393944 0.0775752652 8.146945e-02 1.098287e-01 -4.725894e-01
## 1061 0.2210702847 0.1530224591 4.564197e-02 8.574618e-02 -5.011492e-01
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## 1063 0.2340594623 -0.0408847048 1.226666e-01 2.564958e-01 -6.287491e-01
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## 1087 0.8138415056 -0.6546615071 4.552501e-04 2.453024e-01 -3.901656e-01
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## 1094 0.8363400839 -0.9308334724 -1.442557e-01 1.317415e-01 -4.290123e-01
## 1095 1.0730041742 -0.8941945048 -1.080812e-01 2.490323e-01 -3.698156e-01
## 1096 1.4511116049 -1.0511073524 -4.123118e-01 2.938049e-01 5.312791e-01
## 1097 1.2746786085 -1.4234010426 -2.970496e-01 2.691090e-01 3.840491e-01
## 1098 1.3092910359 -1.4183980491 -2.976043e-01 2.750708e-01 3.689339e-01
## 1099 1.3209013910 -1.4045648342 -3.136482e-01 2.508929e-01 3.725567e-01
## 1100 1.4537244254 -1.2292971329 -3.064561e-01 1.848105e-01 5.506913e-01
## 1101 1.2353307490 -1.0513473050 -1.704906e-01 2.317855e-02 -4.443599e-02
## 1102 1.2577641186 -0.9974916204 -1.860918e-01 7.022859e-02 -4.780098e-02
## 1103 1.2328599329 -0.9653279741 -1.983236e-01 4.851616e-02 -1.617155e-02
## 1104 1.2442736752 -0.9986134113 -1.554253e-01 8.745363e-03 4.520544e-02
## 1105 1.6210533108 -0.7164420810 -1.204013e-01 -2.254781e-02 2.347215e-01
## 1106 1.6452364940 -0.6943686807 -1.230037e-01 -6.674499e-02 2.528042e-01
## 1107 1.4676851208 -0.5601272662 -2.283457e-01 -6.240240e-02 1.676578e-01
## 1108 1.5287259998 -0.5846349684 -1.969860e-01 -3.800034e-02 3.725823e-01
## 1109 1.6033458904 -0.6466397264 -2.587767e-01 -1.273124e-01 1.392004e-01
## 1110 1.6187316981 -0.6466957303 -2.632382e-01 -1.291888e-01 1.508727e-01
## 1111 1.7635686236 -0.7264302606 -2.113130e-01 -9.892356e-02 2.278202e-01
## 1112 1.6194718845 -0.2992172640 5.081609e-01 -3.789960e-01 -7.586478e-01
## 1113 1.7521499707 -0.4986658860 5.640947e-01 -3.567706e-01 -7.207514e-01
## 1114 1.9371512359 -0.3542274179 5.355567e-01 -3.556194e-01 -8.284870e-01
## 1115 1.8840132529 -0.2316338407 7.796055e-01 -5.371639e-01 -1.329910e+00
## 1116 1.9326588713 -0.2793822710 7.997063e-01 -5.530440e-01 -1.156865e+00
## 1117 1.9160335397 -0.2648932348 8.067624e-01 -5.317159e-01 -1.149583e+00
## 1118 1.9324913294 -0.2650506820 8.123199e-01 -5.555055e-01 -1.133155e+00
## 1119 1.9707235558 -0.2687804253 8.055079e-01 -5.612985e-01 -1.137276e+00
## 1120 1.8935818829 -0.0979156989 1.012422e+00 -6.487378e-01 -1.513037e+00
## 1121 1.7067422195 0.1375505520 1.250510e+00 -6.678950e-01 -1.768898e+00
## 1122 1.6835066801 0.1565916669 1.251514e+00 -6.423844e-01 -1.767119e+00
## 1123 1.6798301617 0.1810887816 1.272181e+00 -5.941023e-01 -1.577023e+00
## 1124 1.6163687153 0.0816569595 1.580741e+00 -5.463895e-01 -1.961110e+00
## 1125 -0.1073641106 -0.3993966516 4.573191e-01 -3.281531e-01 7.849226e-02
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## 1513 0.2086464926 0.6110980312 -7.061970e-01 6.077472e-01 2.445357e-01
## 1514 0.2029956418 0.6255987619 -7.094635e-01 6.262415e-01 2.402827e-01
## 1515 0.3158217948 0.5843162340 -7.314476e-01 5.299134e-01 2.373961e-01
## 1516 0.3037121175 0.5924868761 -7.425057e-01 5.368696e-01 2.274947e-01
## 1517 0.2988317516 0.5975879201 -7.436786e-01 5.499930e-01 2.449228e-01
## 1518 0.5062802111 0.7509902471 -6.211755e-01 3.664262e-01 3.181655e-01
## 1519 0.5810436574 0.7483600202 -6.706785e-01 3.905344e-01 3.352031e-01
## 1520 0.5723219571 0.7534154485 -6.783481e-01 4.011996e-01 3.313880e-01
## 1521 0.5249214982 0.7788953178 -7.070703e-01 4.365576e-01 2.728794e-01
## 1522 0.4687729757 0.8481588330 -6.698233e-01 3.597338e-01 3.727728e-01
## 1523 0.4580963507 0.8676231946 -6.903722e-01 3.656112e-01 3.603992e-01
## 1524 0.4450577215 0.8566343627 -6.954238e-01 4.090807e-01 3.274642e-01
## 1525 0.6165355968 0.7515171536 -6.111492e-01 3.698982e-01 5.906221e-01
## 1526 0.6544161870 0.7637606560 -5.932016e-01 3.165890e-01 6.256657e-01
## 1527 0.7680081574 0.6263586712 -5.635732e-01 2.610152e-01 6.524224e-01
## 1528 1.0375718154 0.0441920051 -3.818435e-01 4.079423e-01 6.738199e-01
## 1529 1.0179393658 0.0545637958 -3.880290e-01 4.069335e-01 6.453546e-01
## 1530 1.0133076086 0.0571937620 -3.920980e-01 4.120846e-01 6.433109e-01
## 1531 1.1697006679 -0.1873176517 -8.144941e-02 7.318954e-02 4.437176e-01
## 1532 0.9755989530 -0.0604735229 -4.373659e-01 1.986461e-01 2.816277e-01
## 1533 0.9185479461 -0.0642154837 -4.987423e-01 3.198823e-01 2.624042e-01
## 1534 0.8769718936 0.0183211091 -4.100279e-01 3.637120e-01 2.481692e-01
## 1535 0.7941259540 0.0176399002 -4.568628e-01 2.951787e-01 1.875023e-01
## 1536 0.8407949341 0.0543675993 -4.607247e-01 3.790609e-01 1.518197e-01
## 1537 0.7698893808 -0.0144739776 -5.303215e-01 5.028596e-01 -6.593724e-02
## 1538 0.7368288409 -0.1136016108 -5.746461e-01 5.235608e-01 -1.420198e-01
## 1539 0.7374468566 -0.1103895707 -5.933085e-01 5.344520e-01 -1.485834e-01
## 1540 0.7300784977 -0.0592026489 -5.643495e-01 4.954196e-01 -1.017860e-01
## 1541 0.6837494269 0.0048949066 -5.524630e-01 5.177253e-01 -1.094233e-01
## 1542 0.6913002790 0.0567750268 -5.084569e-01 5.005406e-01 -2.152395e-01
## 1543 0.7033702725 0.0071523996 -5.194286e-01 4.781091e-01 -3.999352e-02
## 1544 0.6611183332 0.0445484388 -4.998472e-01 4.560976e-01 1.906356e-02
## 1545 0.5980278961 0.0661380897 -5.405553e-01 4.510740e-01 -1.838647e-02
## 1546 0.6974044745 -0.1004186063 -4.519747e-01 5.343996e-01 -1.957286e-02
## 1547 0.5971317336 -0.0030662566 -4.681215e-01 5.365968e-01 -2.718076e-01
## 1548 0.5803934869 0.1249543659 -9.206291e-02 3.956213e-01 -4.912082e-01
## 1549 0.5742654123 0.1250410059 -1.136221e-01 3.934369e-01 -5.008483e-01
## 1550 0.5368731778 0.0768905050 -1.508396e-01 4.571421e-01 -6.023245e-01
## 1551 0.5379138730 0.0756270418 -1.512348e-01 4.532892e-01 -6.022580e-01
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## 1566 0.6933838337 0.1771087590 2.213058e-01 -3.568729e-01 -1.037518e+00
## 1567 0.6412825877 -0.1022851436 2.645884e-01 -4.161521e-01 -1.009974e+00
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## 1572 0.6742557790 -0.5636931375 3.007674e-01 -4.443311e-02 -1.147277e+00
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## 1576 0.8373790673 -0.4195604745 1.811528e-01 2.790512e-02 -8.531728e-01
## 1577 0.9520634868 -0.4253063626 2.938013e-01 -2.445290e-02 -8.826902e-01
## 1578 0.4677008996 -0.3959266320 3.222028e-01 -2.166183e-01 -8.562022e-01
## 1579 0.4212197836 -0.3788440458 3.290146e-01 -1.486275e-01 -8.649090e-01
## 1580 0.3535204600 -0.3261189419 3.505550e-01 -1.225709e-01 -8.731427e-01
## 1581 0.3602027620 -0.3098942720 3.446178e-01 -9.649315e-02 -9.202853e-01
## 1582 0.3906339739 -0.3892889040 2.717478e-01 -8.397534e-02 -8.315462e-01
## 1583 0.4013961819 -0.3903621807 2.647516e-01 -8.113983e-02 -8.254331e-01
## 1584 0.4024368771 -0.3916256439 2.643563e-01 -8.499274e-02 -8.253666e-01
## 1585 0.3830098333 -0.3629268850 1.912798e-01 -9.129055e-02 -8.651324e-01
## 1586 0.3854503434 -0.3606163841 1.917383e-01 -9.527575e-02 -8.610937e-01
## 1587 0.6232677176 -0.2790835048 2.352096e-01 -3.605556e-01 -7.013465e-01
## 1588 0.6049196683 -0.3473604930 1.467246e-01 -2.956479e-01 -6.779711e-01
## 1589 0.6018125398 -0.3348433654 1.464920e-01 -3.003118e-01 -6.745777e-01
## 1590 0.6236077121 -0.3108726264 1.707114e-01 -3.380652e-01 -6.524815e-01
## 1591 0.8018864988 -0.2500445139 3.511713e-02 -4.246147e-01 -8.811144e-01
## 1592 0.8083860261 -0.1728853173 1.103813e-01 -5.129471e-01 -8.869065e-01
## 1593 0.8887805010 -0.0286257657 1.848830e-01 -4.894487e-01 -7.454554e-01
## 1594 0.8581565825 0.0007778146 2.213062e-01 -5.647480e-01 -6.681597e-01
## 1595 0.7581087757 0.0727267768 2.384152e-01 -6.466444e-01 -6.612960e-01
## 1596 0.7644259577 0.0822018771 2.405219e-01 -6.647519e-01 -6.532412e-01
## 1597 0.7645098047 0.0744452467 1.852225e-01 -6.809121e-01 -6.828766e-01
## 1598 1.1868257466 -0.0552518593 -1.262390e-01 -5.150251e-01 2.750460e-01
## 1599 1.1581852315 -0.0603143641 -1.525231e-01 -4.884714e-01 2.484554e-01
## 1600 1.2952804633 -0.1049703027 -3.999851e-02 -6.781824e-01 4.249021e-01
## 1601 0.7663562960 0.5969774901 2.794949e-01 1.488269e-01 3.968288e-01
## 1602 0.7852022874 0.6372198234 2.736044e-01 1.444178e-01 3.833288e-01
## 1603 1.0923606534 0.6444233622 2.705405e-01 -7.787199e-04 1.846964e-01
## 1604 1.2697040756 0.6511563308 5.369759e-02 -3.025679e-02 -2.385456e-02
## 1605 1.3085393594 0.5928138344 -8.154649e-03 8.710849e-02 -6.045627e-02
## 1606 1.2977255874 0.6645617522 5.622103e-02 -8.198633e-03 -3.884234e-02
## 1607 1.3204790083 0.5935389818 3.647491e-02 -1.317102e-01 -1.362813e-01
## 1608 1.3128422257 0.5629975055 2.697860e-02 -1.220651e-01 -1.548061e-01
## 1609 1.3056603121 0.5674083790 1.998385e-02 -1.141024e-01 -1.584272e-01
## 1610 1.3165716056 0.5551825980 3.182748e-03 -9.953556e-02 -2.464060e-01
## 1611 1.3079147496 0.5617696475 -3.133667e-02 -1.055802e-01 -2.640040e-01
## 1612 1.3954806209 0.5673609387 -6.824578e-04 -6.822207e-02 -3.211771e-01
## 1613 1.3923950934 0.5790242062 -2.408221e-02 -7.665226e-02 -3.347833e-01
## 1614 1.4061397684 0.4301066255 -1.518683e-01 8.292699e-02 -3.006856e-01
## 1615 1.4195265016 0.4435373557 -1.443517e-01 5.254324e-02 -2.931597e-01
## 1616 1.4566810665 0.4352828730 -1.043522e-01 7.263866e-02 -3.743789e-01
## 1617 1.4686480568 0.5862819140 3.787825e-02 -1.824737e-01 -2.265042e-01
## 1618 1.6584342966 0.9253609933 -9.937498e-02 -4.256831e-02 -1.639900e-01
## 1619 1.7199449983 0.8945857196 -1.181011e-01 -1.472654e-01 -1.000095e-01
## 1620 1.7138677078 0.9028429569 -1.119467e-01 -1.454220e-01 -1.131368e-01
## 1621 1.6586038921 0.8266664826 -2.210373e-01 -1.226428e-01 -2.362707e-01
## 1622 1.6528091606 0.8271822988 -1.979739e-01 -1.345207e-01 -2.277688e-01
## 1623 1.6685433832 0.7809460666 -2.427578e-01 -1.184722e-01 -3.599279e-01
## 1624 1.6405522885 0.8102536434 -2.284429e-01 -1.519062e-01 -5.336045e-01
## 1625 1.6274758445 0.8182552263 -2.405201e-01 -1.392425e-01 -5.405513e-01
## 1626 1.6042399092 0.8167096777 -2.777700e-01 -1.086256e-01 -5.782406e-01
## 1627 1.6161178178 0.7951849346 -2.664152e-01 -6.788411e-02 -6.516433e-01
## 1628 1.5512585442 0.8144841773 -2.928607e-01 -1.597619e-01 -9.678227e-01
## 1629 1.5394805106 0.8588265072 -2.538061e-01 -3.123134e-01 -8.922973e-01
## 1630 1.5401665061 0.8510349120 -2.013014e-01 -2.747236e-01 -9.999290e-01
## 1631 1.6181110968 0.8349567854 -2.536652e-01 -3.661500e-01 -9.108630e-01
## 1632 1.6057050988 0.8684449908 -2.006592e-01 -3.843820e-01 -9.851048e-01
## 1633 1.5489701595 0.8141057552 -2.292973e-01 -3.357115e-01 -9.239877e-01
## 1634 1.5233043751 0.8828654344 -2.363780e-01 -3.911293e-01 -1.052490e+00
## 1635 1.2440918461 1.3856949607 7.705598e-01 -9.069073e-01 -3.005068e+00
## 1636 -0.0976765408 -0.3962904936 5.460827e-01 -3.797489e-01 1.964273e-02
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## 1649 0.1824556829 0.1802235131 -4.636921e-01 -1.529284e-01 7.376823e-01
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## 1651 0.2698399779 0.0396187937 -4.117667e-01 9.933314e-03 7.786049e-01
## 1652 0.1950563145 -0.2788315658 -3.993709e-01 -4.345387e-02 7.985465e-01
## 1653 0.1909274871 -0.2751186292 -4.004939e-01 -4.283309e-02 7.923370e-01
## 1654 0.1912822684 -0.2267183734 -3.599528e-01 -6.005307e-02 8.766757e-01
## 1655 0.1519046752 -0.1727987371 -3.089633e-01 -1.850299e-01 9.018585e-01
## 1656 0.3391496697 -0.3641600790 -1.849454e-01 -8.488445e-02 1.001441e+00
## 1657 0.3051421904 -0.5702705075 -1.323995e-01 6.405851e-02 9.339059e-01
## 1658 0.8302005437 -0.8546382874 -1.792442e-01 -3.019459e-01 5.525096e-01
## 1659 0.8311309793 -0.8303583673 -1.987552e-01 -2.275216e-01 5.328208e-01
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## 1661 0.7408764179 -0.8730017772 -2.222499e-01 -1.614200e-01 5.169853e-01
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## 1670 1.0367541054 -1.0476035168 -1.235048e-01 5.831959e-02 5.736317e-01
## 1671 0.4397573652 -0.3546181051 2.261809e-01 2.755572e-01 1.134116e+00
## 1672 0.0378131078 -0.1464910798 7.486314e-01 4.000050e-02 -1.384581e-01
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## 1701 -0.6714428729 -0.4464776805 7.702313e-01 6.172588e-01 -1.609898e-01
## 1702 -0.6512410608 -0.4096473696 8.005005e-01 6.242794e-01 -1.744918e-01
## 1703 -0.6739460076 -0.4195984210 7.473009e-01 5.602703e-01 -1.616264e-01
## 1704 -0.6846207376 -0.4151578958 7.350714e-01 5.680070e-01 -1.744478e-01
## 1705 -0.6903275078 -0.4116933659 7.994722e-01 5.429240e-01 -1.756586e-01
## 1706 -0.6543966607 -0.3729642349 7.908840e-01 5.294185e-01 -1.607553e-01
## 1707 -0.6480161939 -0.3743421851 7.919107e-01 5.192462e-01 -1.549591e-01
## 1708 -0.6380422716 -0.3036572257 7.901579e-01 5.221130e-01 -1.493425e-01
## 1709 -0.6377928310 -0.3041867052 7.897260e-01 5.200049e-01 -1.494454e-01
## 1710 -0.7071184525 -0.3037136796 7.195811e-01 4.199892e-01 -4.441896e-01
## 1711 -0.6945139021 -0.0936690488 7.341305e-01 2.765299e-01 -7.619774e-01
## 1712 -0.7827225840 -0.0238174004 7.603926e-01 3.283956e-01 -7.657676e-01
## 1713 -0.7914978020 -0.0190048146 7.520070e-01 3.391080e-01 -7.696897e-01
## 1714 -0.7690553852 -0.0191407329 8.053776e-01 3.776180e-01 -6.390067e-01
## 1715 -0.7509242197 0.0564451530 9.619251e-01 3.106914e-01 -7.874279e-01
## 1716 -0.2472974560 -0.2015913736 5.755712e-01 3.742378e-01 2.603809e-01
## 1717 -0.2995125266 -0.1734004717 5.560874e-01 3.587381e-01 1.483976e-01
## 1718 -0.3062812140 -0.1753402221 5.593847e-01 3.542302e-01 1.364490e-01
## 1719 -0.3407301323 -0.1377553983 5.864723e-01 3.049007e-01 -6.506475e-02
## 1720 -0.4378974958 -0.0722959162 5.510248e-01 3.334292e-01 -9.990099e-02
## 1721 -0.6630901482 -0.3617902075 7.632285e-01 5.967555e-01 1.814816e-01
## 1722 -0.6600941398 -0.3497836879 7.933664e-01 4.864502e-01 -1.172131e-01
## 1723 -0.7469166908 -0.3046820916 8.060673e-01 6.214065e-01 -1.467544e-01
## 1724 -0.5447400056 -0.3152645766 7.271518e-01 6.210158e-01 -4.018786e-01
## 1725 -0.5136705284 -0.2144340881 7.924963e-01 5.758598e-01 -4.393746e-01
## 1726 -0.4695958583 -0.2995613399 8.110123e-01 5.803272e-01 -4.120124e-01
## 1727 -0.4863613661 -0.3475717993 6.379187e-01 6.492639e-01 -2.368241e-01
## 1728 -0.4471317001 -0.3196916330 7.977803e-01 5.688467e-01 -4.105997e-01
## 1729 -0.4806604460 -0.2013779282 1.007108e+00 4.843417e-01 -6.827272e-01
## 1730 -0.5635088530 -0.1364055855 1.079932e+00 5.419361e-01 -8.697912e-01
## 1731 -0.6105636326 -0.0580517123 1.308966e+00 5.637357e-01 -1.170471e+00
## 1732 -0.7077881352 0.1745609633 1.787448e+00 3.423877e-01 -1.780772e+00
## 1733 -0.8149549278 0.7288290241 2.723364e+00 -2.728180e-02 -3.031319e+00
## 1734 -0.1175718411 0.7110585950 -6.133994e-01 3.163795e-01 -4.879951e-01
## 1735 -0.0813467402 0.2519599184 -9.503340e-02 2.197080e-02 -4.473371e-01
## 1736 -0.1204248803 0.4337744831 -2.488677e-01 4.684255e-02 -3.075634e-01
## 1737 -0.1243796660 0.4327841041 -2.816967e-01 8.049125e-02 -3.057784e-01
## 1738 0.0331586781 0.2919346563 -8.391493e-02 -1.689577e-01 -3.948696e-01
## 1739 0.2949763963 0.5384916741 -1.237884e-01 -4.537965e-01 -6.066394e-01
## 1740 0.0390559305 0.5084627160 -2.576717e-01 -5.593869e-01 -5.899882e-01
## 1741 0.0785876256 0.5038713720 -2.952345e-01 -5.294840e-01 -5.932213e-01
## 1742 0.0839279740 0.5543569015 -3.356817e-01 -5.163967e-01 -5.624820e-01
## 1743 0.1059716513 0.5521044354 -3.490159e-01 -5.104511e-01 -5.502384e-01
## 1744 0.2277626841 0.5530602848 -2.990335e-01 -4.037897e-01 -5.291960e-01
## 1745 0.1039720240 0.2418946761 -2.436625e-01 -5.035654e-01 -5.671783e-01
## 1746 0.0748095701 0.2180615266 -2.377788e-01 -4.818833e-01 -6.144989e-01
## 1747 0.0833909469 0.1836920192 -2.262743e-01 -4.705598e-01 -6.127700e-01
## 1748 0.1354380830 0.0981585853 -2.008486e-01 -4.749770e-01 -5.789537e-01
## 1749 0.4251905692 0.5689068161 -2.567797e-01 -4.185991e-01 -2.767737e-01
## 1750 0.4237093003 0.5693005132 -2.585514e-01 -4.183156e-01 -2.780589e-01
## 1751 0.3299334039 0.5645683763 -4.069023e-01 -3.624487e-01 -2.444666e-01
## 1752 0.3547188658 0.6100006818 -4.079438e-01 -3.306349e-01 -2.525549e-01
## 1753 0.1985775151 0.6433157610 -4.783533e-01 -3.475576e-01 -3.065855e-01
## 1754 -0.0719605447 0.6696023406 -7.911855e-01 -2.989700e-01 -5.030633e-01
## 1755 0.0036613333 0.3162829841 -8.341408e-01 -3.752931e-01 -4.421740e-02
## 1756 0.0947126864 0.3197146335 -8.100937e-01 -4.230039e-01 -1.739169e-01
## 1757 0.1465342401 0.1350851209 -5.888202e-01 -5.131239e-01 -3.971594e-01
## 1758 -0.0773888420 0.1938846252 -7.422969e-01 -5.591415e-01 -4.599872e-01
## 1759 -0.0887869398 0.1731733213 -7.432696e-01 -5.480607e-01 -4.717606e-01
## 1760 -0.0952024951 0.1564857815 -7.329040e-01 -5.591752e-01 -4.899974e-01
## 1761 -0.0768957457 0.2050798221 -7.404800e-01 -5.138181e-01 -4.969097e-01
## 1762 -0.1194212069 0.2622953575 -6.966794e-01 -4.965321e-01 -5.235719e-01
## 1763 0.4272996461 -0.0090891650 -4.628830e-01 -8.682239e-01 -4.192889e-01
## 1764 0.4276305337 0.0064690409 -4.553810e-01 -8.560289e-01 -4.068722e-01
## 1765 0.5162409470 0.0353136453 -3.925643e-01 -9.940257e-01 -3.134491e-01
## 1766 0.5098494490 -0.0168183142 -3.972501e-01 -8.715160e-01 -3.014114e-01
## 1767 0.5028601874 -0.0029844273 -3.931824e-01 -8.699395e-01 -3.170650e-01
## 1768 0.7575747382 -0.2111171116 -3.089674e-01 -9.198976e-01 -2.697034e-01
## 1769 0.7709163612 -0.2145878706 -3.157238e-01 -9.230153e-01 -2.640948e-01
## 1770 0.7488636253 -0.2363217283 -3.242846e-01 -9.664365e-01 -2.582218e-01
## 1771 1.0880832989 -0.1660515577 -3.449020e-01 -1.098452e+00 -3.016011e-01
## 1772 1.0814683202 -0.2325395415 -3.132461e-01 -1.026737e+00 -2.645708e-01
## 1773 1.1053033052 -0.2354505191 -3.129239e-01 -1.035614e+00 -2.529610e-01
## 1774 0.8897344441 -0.2117550678 -3.820456e-01 -1.072722e+00 -3.347279e-01
## 1775 0.7927401511 -0.2058558822 -4.439695e-01 -9.971861e-01 -2.742814e-01
## 1776 0.8092409562 -0.2113630922 -3.348368e-01 -6.034505e-01 8.770484e-02
## 1777 0.8096483558 -0.2322199642 -3.300866e-01 -6.073237e-01 8.747708e-02
## 1778 0.8963365365 -0.0575155113 -3.372944e-01 -5.214487e-01 8.205036e-02
## 1779 0.9045468260 -0.0988891227 -3.862266e-01 -4.435801e-01 9.903933e-02
## 1780 0.8751293306 -0.0768792609 -3.656426e-01 -4.250408e-01 4.964179e-02
## 1781 0.5863378498 -0.1691521781 -2.797073e-01 -1.764606e-01 2.847326e-01
## 1782 0.7554147275 -0.1292730335 -3.424853e-01 -2.739217e-01 4.946019e-02
## 1783 0.7816731179 -0.3486767014 -2.598566e-01 -1.192437e-01 -7.109449e-02
## 1784 0.7756945080 -0.3453899165 -2.688769e-01 -1.296476e-01 -8.288846e-02
## 1785 0.8722011840 -0.3151230349 -2.537943e-01 -2.385678e-01 3.068720e-02
## 1786 0.8687455622 -0.3139852912 -2.585085e-01 -2.333321e-01 3.100591e-02
## 1787 0.8369189544 -0.3128539266 -2.863024e-01 -9.809868e-02 3.990905e-02
## 1788 0.9812406586 -0.3256514884 -1.969059e-01 -1.834973e-01 1.206628e-01
## 1789 0.9983935475 -0.3834223906 -1.671703e-01 -2.111869e-01 1.853537e-01
## 1790 1.0482610729 -0.3084633594 -5.765294e-02 -4.134456e-01 2.673966e-01
## 1791 1.2177360636 -0.1848863470 -6.029779e-02 -3.822732e-01 4.070333e-01
## 1792 1.1110538558 -0.3977375397 -6.078196e-02 -4.640046e-01 3.700527e-01
## 1793 1.1728705452 -0.3705361944 -3.590916e-02 -5.525300e-01 4.585507e-01
## 1794 0.7995402350 -0.3243850487 8.562442e-02 -3.403806e-01 3.473382e-01
## 1795 0.7976832598 -0.3242293028 8.133206e-02 -3.402241e-01 3.471014e-01
## 1796 0.7916723414 -0.3122895299 7.769742e-02 -3.601925e-01 3.451892e-01
## 1797 0.8007151174 -0.3112372582 7.998713e-02 -3.705054e-01 3.574462e-01
## 1798 0.4684741802 -0.5791789757 1.584909e-01 -1.064110e-01 4.209540e-01
## 1799 0.3885087904 -0.5994201740 8.891708e-02 -1.954803e-01 1.143038e-01
## 1800 0.3623703032 -0.6267938462 9.156976e-02 -1.790695e-01 8.721690e-02
## 1801 0.2496820455 -0.8509667391 1.069742e-01 -2.715526e-01 9.379420e-02
## 1802 0.1033370657 -0.9741359335 1.003595e-01 -1.759524e-01 4.548485e-02
## 1803 0.0017840577 -0.9534957618 3.021633e-02 -1.920428e-01 6.309282e-03
## 1804 -0.0119323385 -0.9114277178 -1.460875e-02 -2.711964e-01 2.673278e-02
## 1805 -0.1655847043 -1.1999514999 -2.627502e-02 -4.544381e-01 1.532037e-01
## 1806 -0.1766925608 -1.2473140045 -4.625399e-02 -4.880451e-01 1.588823e-01
## 1807 -0.2386381150 -1.2221072521 -7.139140e-02 -5.636847e-01 -1.594216e-01
## 1808 -0.2535747682 -1.2511109038 -6.325664e-02 -5.450911e-01 -1.723902e-01
## 1809 -0.5504704343 -1.1369706920 1.372285e-01 -6.974366e-01 -8.290577e-01
## 1810 -0.8253699426 -1.5818751803 1.266594e-01 -9.095819e-01 -9.747036e-01
## 1811 -1.1583606809 -1.7209315788 2.085308e-01 -6.542977e-01 -7.547955e-01
## 1812 -1.2307448713 -1.7189673017 1.783352e-01 -6.390164e-01 -8.118205e-01
## 1813 -1.1772053357 -1.5028167371 1.378640e-01 -6.523139e-01 -8.630924e-01
## 1814 -1.2404526222 -1.5999759776 9.790432e-02 -7.346304e-01 -1.001270e+00
## 1815 -1.2448052766 -1.6022784081 1.086274e-01 -7.500370e-01 -1.012633e+00
## 1816 -1.1538151521 -1.6608353088 1.182785e-01 -7.825033e-01 -9.490259e-01
## 1817 -0.7777700965 -1.5450528743 -1.822887e-02 -8.595717e-01 -6.499834e-01
## 1818 -0.7767312274 -1.5624051230 -1.154714e-02 -8.312602e-01 -6.994090e-01
## 1819 -0.6770460146 -1.7533737712 1.437081e-01 -7.681014e-01 -6.283919e-01
## 1820 -0.6632800942 -1.7536393172 1.369546e-01 -7.645136e-01 -6.253369e-01
## 1821 -0.8088841449 -1.6700725369 1.681824e-01 -8.719428e-01 -5.946387e-01
## 1822 -0.8319685153 -1.6929116326 1.697520e-01 -8.516510e-01 -6.155749e-01
## 1823 -0.8549954805 -1.6782025508 1.530919e-01 -8.223778e-01 -6.316771e-01
## 1824 -0.8705532323 -1.6742167826 1.462910e-01 -8.072868e-01 -6.234927e-01
## 1825 -0.9622240317 -1.6266979880 8.325994e-02 -7.699378e-01 -6.712031e-01
## 1826 -0.8980588362 -1.7155092432 1.368609e-01 -7.849992e-01 -5.050479e-01
## 1827 -0.1116974856 -0.1251218304 1.704263e-01 -1.143356e-02 -6.751617e-01
## 1828 -0.1404618298 0.0805154992 -3.640710e-02 5.220435e-02 -6.778028e-01
## 1829 -0.2428009981 -0.0569044246 6.128584e-02 -1.061268e-03 -6.353054e-01
## 1830 -0.3305732523 -0.0395021645 2.278580e-02 1.090555e-02 -6.785473e-01
## 1831 -0.3610363607 -0.0112623598 -2.895192e-02 -3.326120e-02 -7.045382e-01
## 1832 -0.3575300370 0.0391939658 -6.785725e-02 2.486513e-03 -7.658351e-01
## 1833 -0.7095731605 0.0151973681 4.271716e-02 2.962081e-01 -5.639850e-01
## 1834 -1.2001897967 0.0038388776 1.891260e-02 5.347113e-01 -4.076069e-01
## 1835 -1.2086299664 -0.0054156093 1.753428e-02 5.512267e-01 -4.141033e-01
## 1836 -1.1945745649 0.0139624126 6.859536e-03 5.562177e-01 -4.246419e-01
## 1837 -1.1781268723 0.0549709102 -2.122761e-03 6.040575e-01 -4.085397e-01
## 1838 -1.1778444577 0.0533309539 -4.874182e-03 6.031157e-01 -4.078384e-01
## 1839 -0.8953886314 0.4840222174 -5.295809e-02 6.436169e-01 -2.551821e-01
## 1840 -0.8560109075 0.4656308327 -4.576881e-02 6.349661e-01 -3.267743e-01
## 1841 -0.7979960974 0.5655368608 -5.584299e-02 6.543766e-01 -3.187481e-01
## 1842 -0.7969554022 0.5642733976 -5.623827e-02 6.505237e-01 -3.186816e-01
## 1843 -0.9359519858 0.2069349097 -7.573909e-02 4.354061e-01 -2.543984e-01
## 1844 -0.9500559525 0.1884610946 -7.918317e-02 4.421416e-01 -2.597478e-01
## 1845 -1.0168370205 0.2888373348 -1.856042e-01 3.484204e-01 -3.105875e-01
## 1846 -0.8346825375 0.0744284265 -3.247356e-01 4.139126e-01 1.856253e-01
## 1847 -0.4152993670 -0.1385588517 -3.637517e-01 1.784962e-01 -1.879384e-01
## 1848 -0.3778354264 -0.1695691646 -3.516820e-01 1.778276e-01 -1.987152e-01
## 1849 -0.3783772404 -0.1693646604 -3.521504e-01 1.774644e-01 -1.989874e-01
## 1850 -0.7015484885 -0.2187425513 -2.972699e-01 3.729217e-01 -1.187001e-01
## 1851 -0.4578677766 -0.1528987222 -3.943338e-01 2.545496e-01 -3.082941e-01
## 1852 -0.4625672514 -0.1502960415 -3.999941e-01 2.559129e-01 -3.117879e-01
## 1853 -0.4670743958 -0.1521297300 -4.229023e-01 2.474576e-01 -3.225688e-01
## 1854 -0.4845543625 -0.1775838822 -3.802508e-01 2.334590e-01 -3.903813e-01
## 1855 -0.6718468450 0.1127354319 -2.910775e-01 1.513897e-01 -1.060116e+00
## 1856 -0.7225927943 0.1017278523 -2.948451e-01 1.101129e-01 -1.195709e+00
## 1857 -0.9864624428 0.1903679240 -4.611463e-01 8.610387e-02 -1.273455e+00
## 1858 -1.0016647671 0.2769502783 -4.988048e-01 1.911178e-01 -1.322604e+00
## 1859 -0.9986767987 0.2797875247 -4.957660e-01 1.841901e-01 -1.321661e+00
## 1860 -0.9064748038 0.2194716988 -4.660890e-01 2.048594e-01 -1.270276e+00
## 1861 -1.0987605878 0.6669022721 -9.030574e-01 2.890932e-01 -9.410777e-01
## 1862 -1.0548633684 0.6007433332 -9.501492e-01 3.346688e-01 -9.226429e-01
## 1863 -1.0554432957 0.6009195012 -9.507903e-01 3.343960e-01 -9.228362e-01
## 1864 -1.0565706825 0.5972653410 -9.455204e-01 3.174591e-01 -9.266978e-01
## 1865 -1.2569115966 0.6046795007 -9.990207e-01 4.657755e-01 -9.948446e-01
## 1866 -1.2039006591 1.0222265113 -1.133495e+00 5.681372e-01 -9.727801e-01
## 1867 -1.2615903549 1.0414912280 -1.182074e+00 5.574626e-01 -9.800214e-01
## 1868 -1.5297036726 0.9455609487 -1.104792e+00 7.928424e-01 -7.366762e-01
## 1869 -1.5493192230 0.9322877660 -1.129842e+00 8.038912e-01 -7.599601e-01
## 1870 -1.5360862793 0.9656477977 -1.134736e+00 8.536060e-01 -8.263290e-01
## 1871 -1.5748242696 0.9601316008 -1.114470e+00 8.989330e-01 -9.394584e-01
## 1872 -1.5754041970 0.9603077687 -1.115111e+00 8.986602e-01 -9.396517e-01
## 1873 -1.5763133976 0.9565350733 -1.111645e+00 8.688488e-01 -9.391947e-01
## 1874 -1.7099442360 0.9484301356 -1.146245e+00 9.727182e-01 -1.010020e+00
## 1875 -1.5705981349 1.1586366846 -1.170272e+00 1.035758e+00 -9.938501e-01
## 1876 -1.6544358445 1.1772740097 -1.218494e+00 1.053779e+00 -1.033185e+00
## 1877 -1.7061901402 1.2379274060 -1.258649e+00 1.043398e+00 -1.051787e+00
## 1878 -1.7072957733 1.2405966961 -1.254375e+00 1.040821e+00 -1.058431e+00
## 1879 -1.8652661103 1.2560904708 -1.329680e+00 1.098760e+00 -1.034138e+00
## 1880 -2.1903024768 1.2512720008 -1.182761e+00 1.273172e+00 -7.599516e-01
## 1881 -2.1927752204 1.2580592087 -1.232129e+00 1.281500e+00 -7.670297e-01
## 1882 -2.1960542346 1.2257295486 -1.210229e+00 1.311054e+00 -8.105614e-01
## 1883 -2.2372838291 1.1717860657 -1.215805e+00 1.348306e+00 -8.490025e-01
## 1884 -2.1594692460 1.2437783328 -1.215722e+00 1.307046e+00 -7.899534e-01
## 1885 -2.1062716750 1.2726989725 -1.196790e+00 1.226598e+00 -7.107304e-01
## 1886 -2.1962444844 1.2738260213 -1.327543e+00 1.252055e+00 -7.259716e-01
## 1887 -2.2891577726 1.2857573925 -1.376225e+00 1.248861e+00 -7.663907e-01
## 1888 -2.3126904869 1.2849684643 -1.417427e+00 1.201578e+00 -9.078434e-01
## 1889 -2.2804271630 1.2998195797 -1.411633e+00 1.253563e+00 -9.192816e-01
## 1890 -2.0737282327 1.3709265061 -1.505698e+00 1.161998e+00 -1.124150e+00
## 1891 -1.9104446109 1.3979918301 -1.518971e+00 1.284838e+00 -1.161830e+00
## 1892 -2.1227224813 1.2931828893 -1.440369e+00 1.149691e+00 -1.174391e+00
## 1893 -2.1923079965 1.3288046637 -1.368039e+00 9.668292e-01 -1.361476e+00
## 1894 -2.1854332831 1.3341528687 -1.356031e+00 9.580624e-01 -1.396470e+00
## 1895 -2.2052865322 1.3903101718 -1.295243e+00 8.804201e-01 -1.384364e+00
## 1896 -2.1029100657 1.5538159038 -1.372307e+00 8.469239e-01 -1.365767e+00
## 1897 -2.0692875805 1.5575885937 -1.397683e+00 8.951284e-01 -1.372590e+00
## 1898 -2.0623172917 1.6093243725 -1.422170e+00 8.893716e-01 -1.552078e+00
## 1899 -2.0990405084 1.6106448265 -1.460211e+00 8.380302e-01 -1.701620e+00
## 1900 -2.0829961930 1.6105619037 -1.450804e+00 8.247822e-01 -1.702816e+00
## 1901 -2.0986230566 1.4098497785 -1.358792e+00 9.571727e-01 -1.782288e+00
## 1902 -2.1957832214 1.4457043915 -1.372624e+00 8.729856e-01 -2.109406e+00
## 1903 -2.2301398980 1.4319941137 -1.391953e+00 8.426416e-01 -2.111537e+00
## 1904 -1.9722946569 0.7863904919 -1.095028e+00 8.540568e-01 -1.924799e+00
## 1905 -1.9713778300 0.7850349360 -1.095985e+00 8.504978e-01 -1.924476e+00
## 1906 -1.8415371115 1.1263536141 -1.115637e+00 9.287750e-01 -1.871012e+00
## 1907 -1.7853821451 1.0396048312 -1.191710e+00 7.723672e-01 -2.071189e+00
## 1908 -1.6829307838 1.0928944878 -1.196924e+00 6.905584e-01 -1.958019e+00
## 1909 -1.8510225600 1.1433783066 -1.150735e+00 5.860610e-01 -1.894338e+00
## 1910 -1.7933870390 1.1051090378 -1.006816e+00 6.446655e-01 -1.091827e+00
## 1911 -1.9644319240 1.1440978599 -9.597171e-01 4.596673e-01 -1.670827e+00
## 1912 -2.1752646346 1.2718562987 -1.113508e+00 4.892761e-01 -1.749656e+00
## 1913 -2.1192736261 1.4497759052 -1.005074e+00 4.835278e-01 -1.813633e+00
## 1914 -2.1279031136 1.4910337162 -1.065134e+00 5.359193e-01 -1.851855e+00
## 1915 -2.1529708510 1.6198441366 -8.391528e-01 4.452197e-01 -2.148397e+00
## 1916 -2.2472368572 1.6421666341 -6.664225e-01 3.101030e-01 -2.382181e+00
## 1917 -2.8680839429 1.7050230049 -1.408459e+00 1.102240e+00 -4.739537e-01
## 1918 -0.0888697116 0.0282776096 -5.420181e-02 7.062548e-02 -5.182337e-01
## 1919 -0.3923010020 -0.2556159080 2.424779e-01 1.563576e-01 -9.813449e-02
## 1920 -0.3470924316 -0.2326305598 2.704775e-01 1.423382e-01 -1.359323e-01
## 1921 -0.3649849948 -0.1861447513 2.730596e-01 1.428820e-01 -9.257354e-02
## 1922 -0.3334508248 -0.1849862999 2.500770e-01 1.517612e-01 -8.393583e-02
## 1923 -0.3043022711 -0.1884486709 2.425324e-01 1.536315e-01 -7.258670e-02
## 1924 -0.4430682191 0.0119552577 3.272107e-02 3.191244e-01 -3.059140e-01
## 1925 -0.5352726375 0.0626887890 -2.216544e-03 2.792835e-01 -3.962007e-01
## 1926 -0.5910204781 0.0622602220 1.668359e-02 2.670005e-01 -3.760045e-01
## 1927 -0.7415246506 -0.2444240486 -2.044194e-03 1.237304e-01 -3.788239e-01
## 1928 -0.7744051139 -0.2642022735 -1.083724e-02 1.235900e-01 -4.100383e-01
## 1929 -0.7769904466 -0.2624491653 -1.293633e-02 1.220881e-01 -4.147663e-01
## 1930 -0.8856319313 -0.3591485945 1.464812e-02 1.633141e-01 -3.135779e-01
## 1931 -0.9022060907 -0.2446824644 4.156178e-02 2.503127e-01 -3.001380e-01
## 1932 -0.5918662670 0.0748931470 3.294340e-02 4.031995e-01 -9.475786e-02
## 1933 -0.7115216360 -0.1486426528 4.411596e-02 3.204571e-01 -9.297122e-02
## 1934 -0.8570783477 0.0629266363 -1.173395e-01 3.205894e-01 -4.808786e-02
## 1935 -0.8842153467 0.1172056897 -1.013080e-01 3.495784e-01 -4.391782e-02
## 1936 -0.8973420192 0.1064301468 -1.092892e-01 3.666903e-01 -7.663213e-02
## 1937 -0.6803756985 0.1395688732 -1.949434e-01 2.791001e-01 -2.756342e-01
## 1938 -0.1804744043 -0.2384450481 -4.799032e-01 4.419433e-01 7.924577e-01
## 1939 -0.2466713008 -0.2266937951 -5.220071e-01 4.520354e-01 7.316190e-01
## 1940 -0.2436693804 -0.1514883083 -5.976728e-01 4.224970e-01 5.962485e-01
## 1941 -0.2226184477 -0.1328729467 -5.849337e-01 3.678627e-01 6.127190e-01
## 1942 -0.1700990378 -0.1708685617 -5.629219e-01 3.873807e-01 5.574118e-01
## 1943 -0.1788207380 -0.1658131335 -5.705915e-01 3.980459e-01 5.535967e-01
## 1944 -0.1802387814 -0.1602462395 -5.825073e-01 3.927768e-01 5.467422e-01
## 1945 -0.1832944446 -0.1584996796 -5.859648e-01 3.927600e-01 5.438881e-01
## 1946 -0.1838036326 -0.2501967112 -5.945840e-01 4.459915e-01 6.718425e-01
## 1947 0.3275481924 -0.6937079733 -7.402806e-01 8.486965e-02 7.310662e-01
## 1948 0.3260991684 -0.6936579729 -8.553355e-01 1.104390e-01 6.877705e-01
## 1949 0.3397462482 -0.6922443871 -8.581944e-01 1.123695e-01 6.882890e-01
## 1950 0.3354549045 -0.7700614628 -8.592517e-01 1.979807e-01 6.821015e-01
## 1951 0.5057765128 -0.8057164873 -8.306643e-01 1.699639e-01 7.841438e-01
## 1952 0.5145317311 -0.8113708804 -8.357184e-01 1.662288e-01 7.797628e-01
## 1953 0.5163232671 -0.7669826211 -7.926882e-01 8.258758e-02 8.400552e-01
## 1954 0.4897288264 -0.7251664159 -7.689058e-01 8.352109e-03 8.783560e-01
## 1955 0.4691327396 -0.7383371754 -7.670610e-01 1.474685e-02 8.594885e-01
## 1956 0.4307265866 -0.7077652982 -7.923865e-01 2.994771e-03 8.339206e-01
## 1957 0.4303966395 -0.7091231347 -7.966657e-01 1.294720e-03 8.357975e-01
## 1958 0.4113817327 -0.7009001141 -8.135730e-01 2.755790e-02 8.343320e-01
## 1959 0.1265044287 -0.7844947631 -7.330195e-01 3.106529e-01 1.035576e+00
## 1960 0.0957017805 -0.7860273668 -7.044211e-01 3.525605e-01 1.008465e+00
## 1961 0.1011567999 -0.7902974213 -7.019846e-01 3.373328e-01 1.006686e+00
## 1962 0.0819763661 -0.7417330564 -7.103512e-01 3.993619e-01 1.005164e+00
## 1963 0.1200515928 -0.7327443710 -6.735768e-01 3.112498e-01 1.049093e+00
## 1964 0.2149863482 -0.6888671673 -6.803286e-01 3.628189e-01 9.579497e-01
## 1965 0.2804919342 -0.6389101878 -6.663440e-01 4.153360e-01 9.806340e-01
## 1966 0.2420811559 -0.6284746766 -6.080344e-01 3.604960e-01 9.380188e-01
## 1967 0.2470131142 -0.6280007588 -6.058107e-01 3.536073e-01 9.435038e-01
## 1968 0.1384156106 -0.5672547992 -6.735185e-01 3.848656e-01 8.616627e-01
## 1969 0.0871699497 -0.5428513765 -6.527492e-01 2.871460e-01 9.657542e-01
## 1970 0.0839838418 -0.5613769002 -6.511512e-01 3.041360e-01 9.637384e-01
## 1971 -0.0354001264 -0.3239579777 -8.531427e-01 3.112505e-01 9.889693e-01
## 1972 -0.0154089644 -0.2754332822 -8.586842e-01 3.493119e-01 9.794829e-01
## 1973 -0.0318905182 -0.2540989329 -8.857002e-01 3.488431e-01 9.674706e-01
## 1974 -0.0632046304 -0.3350219549 -9.814854e-01 4.383688e-01 9.958991e-01
## 1975 -0.1145981917 -0.3128858497 -9.883788e-01 4.159509e-01 1.009667e+00
## 1976 -0.1436444155 -0.4219266175 -9.040581e-01 4.618388e-01 9.598380e-01
## 1977 -0.1425132085 -0.4074899283 -9.205757e-01 4.391027e-01 9.589545e-01
## 1978 0.0700691550 -0.4282317029 -1.005588e+00 4.356253e-01 1.003174e+00
## 1979 0.0520866161 -0.4069788023 -1.037708e+00 4.468889e-01 9.958163e-01
## 1980 0.2611429447 -0.4240325452 -1.307980e+00 3.676213e-01 4.493435e-01
## 1981 0.2007400512 -0.3725292872 -1.289784e+00 3.933645e-01 4.415757e-01
## 1982 0.2816611361 -0.4008977224 -1.240897e+00 2.824341e-01 5.454529e-01
## 1983 0.3003660894 -0.3875579859 -1.250271e+00 2.609935e-01 5.677194e-01
## 1984 0.2674381538 -0.3695918397 -1.250411e+00 2.240275e-01 4.023025e-01
## 1985 0.2652437879 -0.3682493159 -1.252392e+00 2.247099e-01 4.006547e-01
## 1986 0.1866112513 -0.3994552535 -1.292128e+00 2.391262e-01 4.734578e-01
## 1987 0.2372889830 -0.3711840366 -1.275813e+00 1.697654e-01 5.159289e-01
## 1988 0.2310847003 -0.5907985589 -1.180110e+00 1.473995e-01 5.590647e-01
## 1989 0.2506653002 -0.5919238297 -1.172302e+00 1.112097e-01 5.791507e-01
## 1990 -0.2012175506 -1.0099873104 -1.243722e+00 -1.049768e-01 5.373078e-01
## 1991 -0.2131667991 -1.0083321251 -1.268059e+00 -6.530909e-02 5.187609e-01
## 1992 -0.1439189253 -0.8358747875 -1.364505e+00 2.127837e-01 7.362002e-01
## 1993 -0.1290013659 -0.7653053271 -1.365833e+00 2.060823e-01 5.825085e-01
## 1994 -0.1672552473 -0.7443834593 -1.336970e+00 1.682142e-01 5.976290e-01
## 1995 -0.1624409734 -0.7442749095 -1.336402e+00 1.589945e-01 6.021758e-01
## 1996 -0.0412322820 -1.1298584764 -1.217232e+00 3.400839e-01 7.903364e-01
## 1997 0.0188161391 -1.0821299241 -1.194592e+00 2.575335e-01 8.621613e-01
## 1998 -0.0235570854 -0.9579551781 -1.093190e+00 1.727648e-01 8.073915e-01
## 1999 -0.0169661396 -0.9568836447 -1.105132e+00 1.786262e-01 8.105687e-01
## 2000 0.0619913704 -1.2559910227 -8.801313e-01 4.433174e-02 -5.381533e-01
## 2001 -0.0218189005 -1.1528984713 -8.290270e-01 -1.756996e-03 -5.383441e-01
## 2002 0.0431975516 -1.4628990513 -6.870885e-01 2.188633e-01 -5.597353e-01
## 2003 -0.0133354941 -1.3921365496 -6.577932e-01 2.975962e-01 -5.875235e-01
## 2004 -0.3139440751 -0.9920300421 -4.155129e-01 7.822495e-01 -7.089955e-01
## 2005 -0.0762846493 -1.2671606375 -4.364643e-01 7.322428e-01 -9.564460e-01
## 2006 0.0439385819 -1.1720459071 -5.158954e-01 6.153706e-01 -1.385769e+00
## 2007 -0.0188554719 -1.0965002640 -4.597402e-01 5.308116e-01 -1.519705e+00
## 2008 0.0013182709 -1.0570784894 -4.666136e-01 5.631627e-01 -1.515375e+00
## 2009 0.0022420432 -1.0495010827 -4.699535e-01 5.692945e-01 -1.513828e+00
## 2010 0.0057030663 -1.2725221711 -4.508171e-01 7.340430e-01 -1.643814e+00
## 2011 -0.0306382675 -1.2699643727 -4.846713e-01 6.804098e-01 -1.799718e+00
## 2012 -0.0626427790 -1.2736118155 -5.016908e-01 6.895321e-01 -1.848033e+00
## 2013 -0.1373498931 -0.1114459547 2.903737e-01 -2.515255e-01 -9.826263e-02
## 2014 -0.1224971721 -0.1960156829 2.651457e-01 -3.466452e-01 1.067195e-01
## 2015 -0.1245830742 -0.1947955725 2.631821e-01 -3.462999e-01 1.046292e-01
## 2016 -0.1037286900 -0.1962933810 2.196397e-01 -3.031587e-01 1.160948e-01
## 2017 -0.1040535763 -0.1963337038 2.192065e-01 -3.041963e-01 1.149376e-01
## 2018 -0.0757585285 -0.2027408450 2.201775e-01 -3.080871e-01 1.276533e-01
## 2019 -0.0627305726 0.2431729408 1.989065e-02 1.235166e-01 -5.625583e-01
## 2020 -0.1000284520 0.3103014027 -1.200632e-01 -1.305908e-02 -5.702411e-01
## 2021 -0.1468014830 0.3199965466 -1.008674e-01 -3.043461e-02 -5.518254e-01
## 2022 -0.1220479022 0.3002055682 -4.909386e-02 1.381109e-02 -6.795613e-01
## 2023 -0.6959593832 0.6176365995 2.402689e+00 -1.288703e+00 -6.884101e-02
## 2024 -0.6608276617 0.4776602324 2.516701e+00 -1.148307e+00 -2.532301e-02
## 2025 -0.6463967647 0.5593594030 2.598569e+00 -9.885574e-01 7.800207e-02
## 2026 -0.7317447710 0.4011215432 2.582794e+00 -1.023192e+00 8.405561e-02
## 2027 -0.8221746149 0.3928872525 2.564713e+00 -1.029816e+00 3.656440e-02
## 2028 -0.7157366930 0.2961553709 2.584227e+00 -1.033780e+00 9.434257e-02
## 2029 -0.6966658388 0.2982654064 2.591183e+00 -1.053451e+00 1.201720e-01
## 2030 -0.6205452180 0.2339585380 2.614707e+00 -1.062703e+00 1.433922e-01
## 2031 -0.4360129480 0.1229186575 2.723393e+00 -1.015983e+00 3.132456e-01
## 2032 -0.5213662894 0.2500980548 2.657000e+00 -1.031250e+00 2.968291e-01
## 2033 -0.5381770449 0.3059431954 2.706145e+00 -1.210263e+00 3.587436e-01
## 2034 -0.4085340815 0.3517544271 2.702289e+00 -1.159253e+00 3.818208e-01
## 2035 -0.3852697369 0.3547524825 2.704177e+00 -1.182378e+00 3.950528e-01
## 2036 -0.6334927016 0.2398907255 2.641249e+00 -1.119888e+00 3.074567e-01
## 2037 -0.5456621641 0.3197341298 2.644639e+00 -1.067115e+00 3.120811e-01
## 2038 -0.5684803649 0.2805718038 2.647904e+00 -1.046805e+00 2.824344e-01
## 2039 -0.5850322009 0.2655517562 2.623183e+00 -1.014404e+00 2.770461e-01
## 2040 -0.5968992244 0.2548996285 2.606950e+00 -1.058257e+00 2.897924e-01
## 2041 -0.5955563676 0.2731247390 2.596261e+00 -1.053872e+00 2.863580e-01
## 2042 -0.5886192896 0.2705967970 2.595877e+00 -1.063636e+00 2.946406e-01
## 2043 -1.0688133175 0.2130028691 2.423586e+00 -1.057869e+00 1.729294e-01
## 2044 -1.1437003963 0.1312429439 2.394030e+00 -1.087090e+00 1.621606e-01
## 2045 -1.1448570795 0.1520205325 2.394917e+00 -1.072534e+00 1.686812e-01
## 2046 -1.1922485646 0.2052294244 2.427876e+00 -1.065618e+00 1.409215e-01
## 2047 -0.7296609181 -0.0109096394 2.168755e+00 -9.154874e-01 1.144749e+00
## 2048 -0.8301849677 -0.1845413802 2.173809e+00 -9.552991e-01 1.137844e+00
## 2049 -0.8535755215 -0.2206195952 2.131365e+00 -9.356757e-01 1.112968e+00
## 2050 -0.8715746128 -0.1855664527 2.189086e+00 -9.752334e-01 1.088526e+00
## 2051 -0.9214130772 -0.0459711163 2.239813e+00 -1.135691e+00 1.153000e+00
## 2052 -0.8390151126 0.1198210938 2.284964e+00 -1.091796e+00 1.124043e+00
## 2053 -0.8442031699 0.1244680743 2.282227e+00 -1.092118e+00 1.122629e+00
## 2054 -0.8394302472 -0.0964526678 2.347599e+00 -9.645734e-01 1.010639e+00
## 2055 -0.8546171289 -0.1417892557 2.328566e+00 -1.000418e+00 1.006348e+00
## 2056 -0.8782263121 -0.2093320760 2.354993e+00 -9.709291e-01 9.414912e-01
## 2057 -0.8704595784 -0.1972008218 2.336546e+00 -9.921842e-01 9.395968e-01
## 2058 -1.2646733763 -0.5155603255 2.443290e+00 -8.349386e-01 1.168567e+00
## 2059 -1.2546470554 -0.6901197789 2.513114e+00 -7.930165e-01 1.163326e+00
## 2060 -1.2161475074 -0.6419379238 2.517894e+00 -7.729347e-01 1.178564e+00
## 2061 -1.1397214494 -0.9860474705 2.496336e+00 -6.170137e-01 1.246916e+00
## 2062 -0.8923052304 -0.8188038641 2.491122e+00 -5.731729e-01 1.319951e+00
## 2063 -0.9276204623 -0.9039613895 2.407675e+00 -5.503150e-01 1.279253e+00
## 2064 -0.9261112922 -0.9015768003 2.405217e+00 -5.574435e-01 1.281049e+00
## 2065 -0.9011049624 -0.8987343621 2.417057e+00 -5.863793e-01 1.309717e+00
## 2066 -0.8640800349 -0.6151735821 2.351608e+00 -6.223949e-01 1.004098e+00
## 2067 -0.9175625424 -0.6045241823 2.333696e+00 -6.167201e-01 9.780370e-01
## 2068 -0.8985000855 -0.5633025273 2.287887e+00 -6.033844e-01 9.462498e-01
## 2069 -0.9273093727 -0.5227858402 2.333576e+00 -6.228615e-01 9.664466e-01
## 2070 -1.1474388275 -0.4125715025 2.317283e+00 -5.664149e-01 1.008341e+00
## 2071 -1.1479806415 -0.4123669983 2.316814e+00 -5.667781e-01 1.008068e+00
## 2072 -1.1019663545 -0.4155984202 2.332426e+00 -4.848742e-01 1.020343e+00
## 2073 -1.2881103204 -0.6777965688 2.323353e+00 -6.380912e-01 1.105754e+00
## 2074 -1.3588945777 -0.6795782299 2.276492e+00 -6.643342e-01 1.092069e+00
## 2075 -1.4181117918 -0.9424449671 2.330924e+00 -9.080069e-01 1.076609e+00
## 2076 -1.3918788728 -0.8991470576 2.332587e+00 -9.057148e-01 1.057608e+00
## 2077 -1.3827557983 -0.9547986256 2.247738e+00 -8.620639e-01 1.156665e+00
## 2078 -1.3940613577 -0.9135734491 2.304457e+00 -9.026027e-01 1.050588e+00
## 2079 -1.5172438554 -0.8878043051 2.236161e+00 -1.080577e+00 4.449711e-01
## 2080 -1.5224174265 -0.8849698348 2.231624e+00 -1.075789e+00 4.426553e-01
## 2081 -1.5128986680 -0.9032409210 2.304467e+00 -1.235011e+00 3.865400e-01
## 2082 -1.5150930339 -0.9018983972 2.302485e+00 -1.234329e+00 3.848922e-01
## 2083 -1.5130782522 -0.8097088267 2.362950e+00 -1.293332e+00 2.544606e-01
## 2084 -1.7874174632 -0.7851494324 2.433138e+00 -1.026119e+00 5.632830e-01
## 2085 -1.8758364415 -0.8295721062 2.415573e+00 -1.002708e+00 5.030237e-01
## 2086 -1.8459605619 -0.8009706444 2.539551e+00 -1.048866e+00 3.564763e-01
## 2087 -1.8567745250 -0.6162064817 2.742564e+00 -1.091309e+00 3.364377e-01
## 2088 -1.9407941718 -0.4640156416 2.782256e+00 -1.013127e+00 3.790977e-01
## 2089 -2.0131916201 -0.3923566840 2.802931e+00 -1.039463e+00 2.355486e-01
## 2090 -2.0733021916 -0.2278119389 3.037783e+00 -1.134775e+00 -9.842597e-02
## 2091 -2.0542602109 -0.3135108000 2.794799e+00 -1.007956e+00 1.787215e-01
## 2092 -1.9137276942 -0.2855330309 3.070929e+00 -1.110783e+00 -5.481340e-02
## 2093 -1.9510233969 -0.1605536553 3.290460e+00 -1.187425e+00 -3.550688e-01
## 2094 -2.0577424575 0.1228968639 3.673144e+00 -1.432457e+00 -1.164051e+00
## 2095 -1.9848115078 -0.2815225170 3.290202e+00 -1.156915e+00 -5.459628e-01
## 2096 -2.0916101307 0.2256543393 4.201340e+00 -1.442274e+00 -1.847173e+00
## 2097 -1.9885945275 0.5831927022 4.512222e+00 -1.613010e+00 -1.907357e+00
## 2098 -1.3084077974 0.4427075150 4.684171e+00 -1.787154e+00 -2.186099e+00
## 2099 -0.0639888768 -0.2687181749 3.853553e-01 -3.524800e-01 9.321260e-02
## 2100 -0.0209098049 -0.2331062667 3.811491e-01 -3.587271e-01 1.166146e-01
## 2101 -0.0042214268 -0.2329321146 3.886558e-01 -3.809684e-01 1.325571e-01
## 2102 -0.2634235517 0.2221083611 -2.786122e-02 3.647035e-01 -2.374606e-01
## 2103 -0.2968091020 0.1064877061 6.520745e-02 2.520096e-01 -9.774685e-02
## 2104 -0.3237323505 0.1268936128 8.298192e-02 2.941678e-01 -8.767512e-02
## 2105 -0.3889299909 0.1361446187 3.762665e-02 3.234110e-01 -1.335632e-01
## 2106 -0.3942991770 0.1392707136 3.264249e-02 3.275689e-01 -1.370696e-01
## 2107 -0.5811779296 -0.2084811217 1.423687e-02 1.704538e-01 -5.981256e-02
## 2108 -0.5067806639 -0.1736270942 1.384991e-01 -9.967234e-03 3.151582e-02
## 2109 -0.4683978452 -0.2523689130 2.693196e-01 -2.858144e-03 1.978443e-01
## 2110 -0.4725087361 -0.2391475904 2.669100e-01 1.492881e-02 1.953510e-01
## 2111 -0.3985680448 -0.3490665743 3.446518e-01 4.675316e-02 3.871009e-01
## 2112 -0.4265043093 -0.3289673377 2.962724e-01 7.264994e-02 3.617784e-01
## 2113 -0.4122026750 -0.3827011992 3.452780e-01 3.302223e-02 3.541820e-01
## 2114 -0.4119798634 -0.3871914415 3.455401e-01 2.195150e-02 3.534259e-01
## 2115 -0.4127893190 -0.3962740330 3.040280e-01 -8.535397e-03 3.849502e-01
## 2116 -0.4341660571 -0.4422206792 2.998800e-01 1.932436e-02 3.835933e-01
## 2117 -0.4364515955 -0.4183865948 2.954582e-01 4.639394e-02 4.067491e-01
## 2118 -0.4597660512 -0.4483080707 3.059060e-01 9.919215e-02 5.589981e-01
## 2119 -0.4828556199 -0.3704571191 3.649743e-01 1.254839e-01 6.944440e-01
## 2120 -0.4658374634 -0.4492879238 3.567447e-01 1.385288e-01 7.101348e-01
## 2121 -0.4527312370 -0.4567292470 3.643447e-01 1.289048e-01 7.206266e-01
## 2122 -0.4590155460 -0.4529612611 3.587629e-01 1.351014e-01 7.172073e-01
## 2123 -0.4665785484 -0.4880507479 3.640762e-01 1.405962e-01 7.051323e-01
## 2124 -0.5023504564 -0.4216988788 4.172235e-01 7.321395e-02 7.015034e-01
## 2125 -0.5154605784 -0.4206512512 3.741146e-01 7.204767e-02 6.812036e-01
## 2126 -0.5314820422 -0.4108234810 3.602504e-01 9.009229e-02 6.726686e-01
## 2127 -0.5300887172 -0.4319876320 3.574241e-01 1.618513e-01 6.689633e-01
## 2128 -0.5334887158 -0.4292330583 3.177906e-01 1.821232e-01 6.092897e-01
## 2129 -0.5455584811 -0.4371919417 2.734053e-01 2.203521e-01 5.669932e-01
## 2130 -0.5148647845 -0.4324133719 3.147730e-01 1.449108e-01 5.911361e-01
## 2131 -0.4764032555 -0.4891977364 3.283281e-01 1.624526e-01 6.094292e-01
## 2132 -0.4802501733 -0.4867171928 3.248341e-01 1.641806e-01 6.064058e-01
## 2133 -0.3986249683 -0.5563054631 3.637020e-01 1.370981e-01 7.892485e-01
## 2134 -0.4022511530 -0.5647427364 3.390644e-01 1.510096e-01 7.801589e-01
## 2135 -0.3983266707 -0.5633206736 3.412207e-01 1.459170e-01 7.849422e-01
## 2136 -0.3674363421 -0.5932752519 3.485542e-01 1.476068e-01 8.006856e-01
## 2137 -0.3670652572 -0.5941203989 3.477260e-01 1.450505e-01 7.998950e-01
## 2138 -0.2007136776 -0.6329740121 2.905020e-01 1.213879e-01 7.030174e-01
## 2139 -0.1468926323 -0.6357989119 2.816868e-01 1.141567e-01 5.501648e-01
## 2140 -0.1914426402 -0.5859010671 2.245366e-01 1.141182e-01 5.133513e-01
## 2141 -0.1923510574 -0.5866795908 2.201907e-01 1.125474e-01 5.137874e-01
## 2142 -0.1913513557 -0.5510693210 2.418601e-01 1.337956e-01 4.649021e-01
## 2143 -0.1351682886 -0.5611605328 2.599729e-01 9.635546e-02 4.875800e-01
## 2144 -0.1173201952 -0.5412727065 2.683418e-01 4.586698e-02 5.035317e-01
## 2145 -0.2178658347 -0.6019431487 2.602933e-01 1.770742e-02 6.409818e-01
## 2146 -0.1854268558 -0.5846575756 2.796783e-01 7.433696e-03 6.168249e-01
## 2147 -0.2127284296 -0.5721590989 3.044616e-01 -3.394506e-02 6.539624e-01
## 2148 -0.1951881480 -0.5190140480 2.634477e-01 -5.234492e-02 6.563063e-01
## 2149 -0.2035543780 -0.5172509359 2.404692e-01 -5.245739e-02 6.441088e-01
## 2150 1.4802853339 -1.2376010394 1.361176e+00 2.027757e+00 1.286817e-01
## 2151 1.4458176265 -1.2204694233 1.360445e+00 1.987109e+00 -3.564983e-02
## 2152 1.5554076350 -1.0146824047 1.351681e+00 1.962861e+00 -6.240458e-02
## 2153 1.4676679731 -0.8387149319 1.183926e+00 1.854516e+00 4.518769e-02
## 2154 1.4830101446 -0.7903407670 1.159991e+00 1.890227e+00 2.506166e-02
## 2155 1.5253805232 -1.0131404476 1.275805e+00 2.029616e+00 1.458978e-01
## 2156 1.4781867933 -0.8687583966 1.284329e+00 1.997538e+00 1.132799e-01
## 2157 1.4129606248 -0.8525910449 1.261115e+00 2.006435e+00 7.631239e-02
## 2158 1.4492234375 -0.9106478523 1.302849e+00 2.005371e+00 2.455458e-01
## 2159 1.4305560296 -0.8806258160 1.301673e+00 2.005246e+00 2.443381e-01
## 2160 1.3534642266 -0.9166060066 1.331513e+00 2.048806e+00 4.977031e-01
## 2161 1.3587506743 -0.9010392440 1.324447e+00 2.031024e+00 5.011057e-01
## 2162 1.6461575949 -0.9064887312 1.213033e+00 1.966757e+00 3.965007e-01
## 2163 1.4952359038 -0.8722918283 1.291931e+00 2.046664e+00 4.092423e-01
## 2164 1.5879796767 -0.9450756463 1.278848e+00 2.088402e+00 4.505810e-01
## 2165 1.5815607248 -0.9411441554 1.272928e+00 2.091443e+00 4.443937e-01
## 2166 1.5544526015 -0.9904596102 1.243327e+00 2.220061e+00 4.216751e-01
## 2167 1.5283244683 -0.9691311883 1.216034e+00 2.167297e+00 2.594654e-01
## 2168 1.5251464559 -0.9616871652 1.217040e+00 2.176225e+00 2.491008e-01
## 2169 1.5709945669 -0.9170661029 1.252518e+00 2.080254e+00 2.998452e-01
## 2170 1.6161805115 -0.8731874475 1.324800e+00 1.962605e+00 3.650914e-01
## 2171 1.7043739164 -1.0307840273 1.413127e+00 2.035842e+00 4.154875e-01
## 2172 1.6896143328 -1.0489728132 1.409603e+00 2.048792e+00 4.003257e-01
## 2173 1.7402641076 -1.0120941945 1.410180e+00 1.897453e+00 4.047869e-01
## 2174 1.7087903101 -1.0010506682 1.389099e+00 1.852711e+00 2.398090e-01
## 2175 1.7157156015 -0.9936203295 1.398086e+00 1.830042e+00 2.419456e-01
## 2176 1.7916006167 -0.9388042590 1.388413e+00 1.813695e+00 2.794977e-01
## 2177 1.7906642774 -0.9374898858 1.389243e+00 1.812412e+00 2.764557e-01
## 2178 1.7845923947 -0.9365368689 1.388563e+00 1.803029e+00 2.676377e-01
## 2179 1.7827322420 -0.9310520603 1.375316e+00 1.798109e+00 2.601556e-01
## 2180 2.0039821198 -0.6418211200 1.324276e+00 1.806344e+00 3.937948e-01
## 2181 2.0145874558 -0.6456287666 1.333583e+00 1.762916e+00 4.010035e-01
## 2182 1.9411288233 -0.5697338017 1.370286e+00 1.639266e+00 4.913682e-01
## 2183 1.9788460889 -0.5439183279 1.356887e+00 1.676430e+00 5.047588e-01
## 2184 1.9858200662 -0.5664941278 1.357092e+00 1.693700e+00 5.075432e-01
## 2185 1.9736908252 -0.5523078143 1.354320e+00 1.695281e+00 4.983577e-01
## 2186 1.9740053441 -0.5529107419 1.353899e+00 1.692971e+00 4.979893e-01
## 2187 1.9796809153 -0.5532062281 1.355943e+00 1.684450e+00 5.037423e-01
## 2188 1.9743342175 -0.5497470371 1.352095e+00 1.689490e+00 4.993224e-01
## 2189 1.8748835287 -0.5143176709 1.268924e+00 1.627967e+00 1.797218e-01
## 2190 1.8384449160 -0.5136375710 1.230312e+00 1.577888e+00 2.948987e-02
## 2191 1.8103117678 -0.4823086878 1.247829e+00 1.569859e+00 3.907814e-02
## 2192 1.8309339531 -0.5412274621 1.183424e+00 1.661447e+00 4.640520e-02
## 2193 1.8254210296 -0.5206318839 1.172139e+00 1.677956e+00 3.852024e-02
## 2194 1.8163746868 -0.5344820449 1.190793e+00 1.664654e+00 3.738108e-02
## 2195 1.8012864720 -0.5246660823 1.157856e+00 1.666435e+00 1.398431e-02
## 2196 1.8209451269 -0.6571393659 1.291554e+00 1.696204e+00 1.063829e-02
## 2197 1.6817607472 -0.8884607780 1.275511e+00 1.524836e+00 -1.084215e-01
## 2198 1.6423476506 -0.9430576885 1.289345e+00 1.566329e+00 -1.387234e-01
## 2199 -0.0854424392 0.0709537289 1.085849e-01 -2.017193e-01 9.100829e-02
## 2200 -0.0521113309 0.0664699611 8.584734e-02 -1.943288e-01 1.102237e-01
## 2201 -0.1153463006 0.2053765659 -1.362859e-01 2.755708e-02 -5.167470e-01
## 2202 -0.0131842950 0.0045942457 -1.125842e-01 7.769577e-02 -5.583682e-01
## 2203 0.1274698068 -0.0086019681 -1.797310e-01 7.673006e-02 -7.076232e-01
## 2204 0.1161234292 -0.0578133864 -1.468072e-01 8.120458e-02 -7.034442e-01
## 2205 0.1273354697 -0.0509213055 -1.391494e-01 5.806065e-02 -6.930488e-01
## 2206 0.1169008906 -0.0806757060 -1.552944e-01 1.173921e-01 -7.865143e-01
## 2207 0.3833354009 0.1213018229 -1.802299e-01 1.651231e-01 -7.044182e-01
## 2208 0.4276050764 0.1727541457 -2.085735e-01 1.679969e-01 -6.932033e-01
## 2209 0.3685907898 0.2452857040 -1.258619e-01 4.451821e-02 -6.068887e-01
## 2210 0.4770088737 0.3812305695 -1.151564e-01 1.067875e-02 -4.861848e-01
## 2211 0.1874542950 0.2771390279 -3.425699e-02 2.571231e-01 -2.812144e-01
## 2212 0.1861486196 0.2770983644 -3.455441e-02 2.564172e-01 -2.820759e-01
## 2213 0.1944067949 0.2592722003 -3.379168e-02 2.985385e-01 -2.533463e-01
## 2214 0.3205939181 0.1582601359 1.603670e-02 3.834242e-01 -1.730750e-01
## 2215 0.3484989781 0.1453221557 2.114385e-02 3.892708e-01 -1.514755e-01
## 2216 0.3477380887 0.1323996526 2.820792e-02 3.803273e-01 -1.514231e-01
## 2217 -0.0615080032 0.3881044292 -1.087583e-02 5.883406e-01 1.383876e-01
## 2218 -0.0132187816 0.4420189490 1.045480e-01 5.203608e-01 1.177603e-01
## 2219 0.0088966046 0.4000938668 1.071876e-01 5.271620e-01 1.020667e-01
## 2220 0.2602169520 0.7496857511 5.843299e-02 5.277230e-01 2.404561e-01
## 2221 0.2542475688 0.6760597891 8.512985e-02 5.436019e-01 2.152527e-01
## 2222 0.3078401032 0.7090234172 9.933362e-02 5.953812e-01 1.689514e-01
## 2223 0.3072982892 0.7092279213 9.886522e-02 5.950180e-01 1.686792e-01
## 2224 0.2967446270 0.7247328115 8.824826e-02 5.987334e-01 1.518101e-01
## 2225 0.3064071346 0.5283362646 1.651916e-01 7.028145e-01 1.611639e-01
## 2226 0.3019343173 0.3284037465 2.577538e-01 7.767658e-01 1.570226e-01
## 2227 0.1241697722 -0.1944406041 5.138395e-01 2.793008e-01 1.555641e-01
## 2228 0.1260017220 -0.1964380510 5.134808e-01 2.737031e-01 1.557999e-01
## 2229 0.1080956406 -0.1928465044 5.048699e-01 2.815542e-01 1.381440e-01
## 2230 -0.0920512169 -0.3930399233 6.441779e-01 5.578445e-01 3.875812e-01
## 2231 -0.1348361158 -0.4477427394 6.405212e-01 6.006936e-01 3.469254e-01
## 2232 -0.0753120810 -0.5260106584 7.259070e-01 4.811083e-01 5.366024e-01
## 2233 -0.0055392188 -0.5518982449 7.363531e-01 4.916090e-01 5.481564e-01
## 2234 0.0030062430 -0.5438294107 7.324909e-01 5.100222e-01 5.561946e-01
## 2235 0.0025577422 -0.5442765233 7.306212e-01 5.103257e-01 5.576141e-01
## 2236 -0.0271412542 -0.5509355916 7.324090e-01 5.465575e-01 5.284634e-01
## 2237 -0.1218049225 -0.5194661227 6.811871e-01 5.580470e-01 4.910665e-01
## 2238 -0.0496628830 -0.0255329445 4.977275e-01 5.311125e-01 5.995002e-01
## 2239 -0.2409230675 0.3198187724 7.925915e-02 7.167720e-01 8.818552e-01
## 2240 0.2349278681 0.1124281131 -2.894163e-01 7.814361e-01 1.930848e+00
## 2241 0.2147397342 0.2289207756 -3.350373e-01 8.394441e-01 1.872707e+00
## 2242 0.2084554252 0.2326887615 -3.406191e-01 8.456407e-01 1.869288e+00
## 2243 0.1794350791 0.1559700583 -4.067539e-01 9.277084e-01 1.887552e+00
## 2244 0.0875655256 0.1489852956 -3.689170e-01 8.537077e-01 1.732840e+00
## 2245 0.8767244645 -0.5591858211 -5.787180e-02 1.511539e+00 1.465223e+00
## 2246 0.8742178625 -0.5562867282 -5.893501e-02 1.519428e+00 1.483160e+00
## 2247 0.8118390582 -0.5848696572 -1.009455e-01 1.485775e+00 1.448905e+00
## 2248 0.5887027211 -0.7322932853 1.857474e-03 1.335053e+00 1.445695e+00
## 2249 0.5617878204 -0.6658265755 -1.542989e-02 1.400104e+00 1.453672e+00
## 2250 0.5352626723 -0.6419187967 -3.025572e-03 1.429807e+00 1.451877e+00
## 2251 0.5579789185 -0.5420571535 -1.774357e-02 1.463660e+00 1.342952e+00
## 2252 0.5468231454 -0.5388864020 -4.528093e-02 1.462168e+00 1.328148e+00
## 2253 0.4757207877 -0.4680839230 -2.596754e-02 1.336929e+00 1.183294e+00
## 2254 0.4324643757 -0.4419984389 -1.082027e-01 1.275230e+00 1.007644e+00
## 2255 0.4491025468 -0.4348723647 -9.806862e-02 1.245673e+00 1.023895e+00
## 2256 0.3778589521 -0.5572717015 -1.777583e-01 1.454174e+00 1.086605e+00
## 2257 0.3844768132 -0.5579436289 -2.004176e-01 1.422688e+00 1.125025e+00
## 2258 0.4017235329 -0.5936283998 -2.382228e-01 1.361508e+00 1.133161e+00
## 2259 0.2829158004 -0.8181446619 -2.274879e-01 1.277242e+00 1.135754e+00
## 2260 -0.0347963910 -0.7215640525 -3.436540e-01 1.268593e+00 9.363633e-01
## 2261 0.0265587123 -0.5117226353 -3.936004e-01 1.385176e+00 9.701243e-01
## 2262 0.1088312402 -0.3572236658 -4.321396e-01 1.394633e+00 1.054558e+00
## 2263 0.0280202165 -0.3491772656 -5.114711e-01 1.307914e+00 7.539995e-01
## 2264 0.0290609117 -0.3504407288 -5.118664e-01 1.304061e+00 7.540660e-01
## 2265 0.1190847678 -0.3158272772 -5.064729e-01 1.357008e+00 7.764297e-01
## 2266 0.1410112386 -0.6564130783 -7.365955e-01 1.533415e+00 6.838947e-01
## 2267 0.1624158425 -0.6490359265 -7.279246e-01 1.510666e+00 7.074152e-01
## 2268 0.1551218990 -0.6608319094 -7.119945e-01 1.506027e+00 7.128501e-01
## 2269 0.1972974915 -0.6678868733 -6.985070e-01 1.398102e+00 7.223883e-01
## 2270 0.1990665866 -0.6845097100 -7.344015e-01 1.414373e+00 7.615182e-01
## 2271 0.1887561511 -0.6791696046 -7.433073e-01 1.431929e+00 7.597021e-01
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## 2273 0.1559604390 -0.6227442867 -6.447313e-01 1.345030e+00 5.380338e-01
## 2274 0.1488148327 -0.6185722648 -6.517893e-01 1.350527e+00 5.334083e-01
## 2275 -0.2559021562 -0.7252725020 -5.821644e-01 1.616937e+00 7.133044e-01
## 2276 -0.3693473559 -0.6897796647 -6.297329e-01 1.634788e+00 6.612506e-01
## 2277 -0.6693839744 -0.7733825597 -5.732314e-01 1.881057e+00 8.825190e-01
## 2278 -0.6792237369 -0.7732085345 -5.740437e-01 1.874756e+00 8.755259e-01
## 2279 -0.7882445380 -0.7447815243 -6.438903e-01 1.909351e+00 8.523085e-01
## 2280 -0.8020817552 -0.6983274296 -5.639700e-01 1.882939e+00 7.590205e-01
## 2281 -0.5526147469 -0.7348878600 -6.593772e-01 1.952621e+00 4.829242e-01
## 2282 -0.5521397064 -0.7244095696 -6.464424e-01 1.976567e+00 5.092101e-01
## 2283 -0.3950148208 -0.8672397408 -5.891690e-01 2.081622e+00 2.007661e-01
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## 2285 -0.4481438352 -0.8362580784 -5.930209e-01 2.000265e+00 -1.041687e-01
## 2286 -0.2417855440 -0.8231677213 -4.375732e-01 1.739520e+00 -1.161279e-01
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## 2308 -0.1405861423 -0.5694200738 4.333215e-02 -3.004586e-01 -3.423699e-01
## 2309 -0.0802646190 -0.4847884625 -9.801092e-03 -3.234221e-01 -4.713391e-01
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## 2318 -0.3400923830 -0.8235317590 1.307565e-01 -3.299380e-01 -6.036028e-01
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## 2320 -0.4124634138 -0.7294367436 1.860546e-01 -4.247817e-01 -5.785113e-01
## 2321 0.0679846305 -0.9530036018 -1.873711e-01 -3.558966e-01 4.876000e-01
## 2322 0.9401461089 -0.7299278265 -3.030665e-02 -5.608906e-01 1.678933e-01
## 2323 0.9572855479 -0.6790532859 -3.962704e-02 -5.214344e-01 1.556914e-01
## 2324 0.9459607466 -0.7000850120 -4.121625e-02 -5.100656e-01 1.447464e-01
## 2325 0.9882125446 -0.8513283650 -1.025321e-01 -3.259140e-01 1.656365e-01
## 2326 1.0218467457 -0.8393837707 -7.986842e-02 -3.082654e-01 1.137134e-01
## 2327 0.9963523881 -0.8618441854 -8.680632e-02 -2.937101e-01 9.043326e-02
## 2328 0.9702963157 -0.8562180673 -9.569635e-02 -2.553596e-01 6.529450e-02
## 2329 1.0574949432 -0.5184918876 -2.036026e-01 -1.687401e-01 1.119688e-01
## 2330 0.9196821180 -0.4677762673 -3.207376e-01 -1.573042e-01 6.275787e-02
## 2331 1.0080190031 -0.3085661277 -3.601615e-01 -1.740811e-01 -5.177645e-02
## 2332 1.0644095619 -0.2815987758 -3.377651e-01 -2.561940e-01 3.086571e-02
## 2333 1.0992403464 -0.2047847402 -4.013505e-01 -2.677373e-01 -1.422364e-01
## 2334 1.1208459346 -0.1957941827 -4.056553e-01 -2.803645e-01 -1.183101e-01
## 2335 1.1533074974 -0.3200381231 -5.488701e-01 -1.368871e-01 -9.072853e-02
## 2336 0.9849795006 -0.0854560699 -6.798817e-01 -1.982702e-01 2.381241e-02
## 2337 0.9925032936 -0.0651172508 -6.583095e-01 -2.214690e-01 7.743395e-02
## 2338 0.8475805392 -0.2430445286 -5.859802e-01 -3.705469e-01 7.386225e-02
## 2339 0.9559977965 -0.2972344783 -5.931414e-01 -6.075342e-01 2.055813e-01
## 2340 0.4746482221 -0.1232573413 -4.003417e-01 -1.240359e-01 4.086446e-01
## 2341 0.4433658466 -0.1405145028 -3.970814e-01 -1.074101e-01 3.762764e-01
## 2342 0.3655192330 -0.0880700218 -3.969894e-01 -1.491426e-01 4.396234e-01
## 2343 0.1912778854 0.0061627343 -3.233770e-01 -2.626061e-01 5.548018e-01
## 2344 0.2127800294 0.0160999590 -3.222756e-01 -2.745421e-01 5.676415e-01
## 2345 0.1338416711 0.0601218342 -3.095683e-01 -3.163098e-01 5.619907e-01
## 2346 0.0576011986 0.0877377667 -2.758887e-01 -2.954061e-01 5.800898e-01
## 2347 0.0599567338 0.0946766737 -2.868410e-01 -3.060421e-01 5.777155e-01
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## 2352 -0.4417576454 -0.1397241586 -3.949074e-01 1.411742e-01 1.159101e-01
## 2353 -0.5365396968 -0.1417684590 -3.386787e-01 7.806696e-02 2.009822e-01
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## 2355 -1.2324557806 0.6234899696 3.509301e-02 3.358939e-01 7.395148e-01
## 2356 -1.2706345317 0.6393874574 5.949851e-03 3.382016e-01 7.099319e-01
## 2357 -1.3331994066 0.6673321445 -1.528525e-02 3.622088e-01 6.757646e-01
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## 2362 -1.5608069814 0.7106748744 -1.400444e-01 3.065291e-01 1.565219e-01
## 2363 -1.6413672657 0.7400115474 -1.446949e-01 2.301999e-01 1.957447e-02
## 2364 -1.6509608227 0.5779676076 -2.583193e-01 4.254140e-01 1.903158e-01
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## 2403 -1.1445542658 0.2234453057 5.555802e-03 4.878111e-01 8.790842e-03
## 2404 -1.2185253353 0.5446783952 -1.761465e-01 5.058961e-01 -3.341969e-02
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## 2408 -1.0007343917 0.7442412777 -1.492094e-01 7.777346e-01 -2.168997e-02
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## 2503 -0.1897132400 -0.9901503992 2.271560e-01 3.982872e-01 7.085878e-01
## 2504 -0.1997917580 -1.0753740906 1.378365e-01 4.847543e-01 8.548646e-01
## 2505 -0.4956361542 -0.7785942382 -1.909770e-02 4.942731e-01 8.837199e-01
## 2506 -0.5066138188 -0.8069454752 -1.602817e-02 4.940537e-01 8.729344e-01
## 2507 -0.3645197237 -0.7122097371 -3.337034e-02 4.757208e-01 1.001121e+00
## 2508 -0.3168612122 -0.7037081803 -1.503493e-02 4.753302e-01 9.471241e-01
## 2509 -0.3335090983 -0.7256299730 -2.216315e-02 4.253873e-01 9.584613e-01
## 2510 -0.2697420678 -0.7423588718 -5.796558e-02 3.277973e-01 9.726801e-01
## 2511 -0.3911922665 -0.9585200910 -6.490135e-02 2.609179e-01 9.725431e-01
## 2512 -0.3043345037 -0.9300169279 6.069258e-02 1.204444e-01 1.137757e+00
## 2513 -0.1776563604 -1.1065262799 1.552509e-01 8.670186e-02 1.293225e+00
## 2514 -0.6179466687 -0.8170127204 4.769554e-01 6.954529e-01 1.360575e+00
## 2515 -0.5339127397 -0.8627135944 4.791444e-01 6.725734e-01 1.430685e+00
## 2516 -0.4611151112 -0.8177254737 4.717610e-01 6.353341e-01 1.356775e+00
## 2517 -0.3965933688 -0.7370104372 3.980956e-01 6.429434e-01 1.287756e+00
## 2518 -0.5510894436 -0.5768419812 5.925375e-01 5.809166e-01 1.427531e+00
## 2519 -0.5819176757 -0.5936483974 5.749334e-01 5.444105e-01 1.422520e+00
## 2520 -0.6665962111 -0.9730233871 6.226746e-01 4.605555e-01 1.435621e+00
## 2521 -0.6399358142 -1.0228292221 5.988321e-01 4.837867e-01 1.420034e+00
## 2522 -0.4571777088 -0.9240067240 5.080394e-01 4.150293e-01 1.244362e+00
## 2523 -0.4177268572 -0.9169242721 5.347729e-01 3.532940e-01 1.279693e+00
## 2524 -0.4458578507 -0.8097075987 5.838731e-01 2.635122e-01 1.345304e+00
## 2525 -0.4012923284 -0.7740039446 6.353146e-01 1.578590e-01 1.391288e+00
## 2526 -0.4000633141 -0.7355785466 6.795361e-01 1.116274e-01 1.421043e+00
## 2527 -0.6562742460 -0.6961433387 5.168401e-01 1.249649e-01 1.342040e+00
## 2528 -0.6534458715 -0.6223470220 4.570783e-01 3.246920e-01 1.556720e+00
## 2529 -1.1924725256 0.0654306817 9.306868e-01 4.266393e-01 2.015352e+00
## 2530 -1.1848670227 0.0804277827 9.157570e-01 4.297382e-01 2.035661e+00
## 2531 -1.2215479629 -0.0043545757 8.826248e-01 4.283986e-01 2.027204e+00
## 2532 -1.2707287426 0.0008204625 8.471409e-01 4.547934e-01 1.993790e+00
## 2533 -1.3911189842 -0.2222278322 8.578027e-01 3.740172e-01 1.996044e+00
## 2534 -1.4092782072 -0.2806385967 8.279777e-01 4.368930e-01 1.921340e+00
## 2535 -1.6180937747 -0.2132997506 7.624641e-01 4.514846e-01 1.956252e+00
## 2536 -1.6538638041 -0.1931523039 7.722604e-01 3.748450e-01 1.643262e+00
## 2537 -1.6565511475 -0.1481389333 7.187623e-01 3.557857e-01 1.499718e+00
## 2538 -1.6560139617 -0.1491339162 7.185174e-01 3.520287e-01 1.494957e+00
## 2539 -1.6163425201 -0.2018529445 6.854365e-01 2.576417e-01 1.543956e+00
## 2540 -1.6354827551 -0.0462264835 7.925841e-01 6.615454e-02 7.537295e-01
## 2541 -1.8598129598 -0.2027892382 5.352138e-01 3.359090e-01 1.461179e+00
## 2542 -1.8963937972 -0.2011138960 4.988670e-01 2.868756e-01 1.312599e+00
## 2543 -1.9083702948 -0.1880622635 4.871715e-01 2.922594e-01 1.292110e+00
## 2544 -1.9334984230 -0.1928625768 4.093679e-01 3.383460e-01 1.322110e+00
## 2545 -1.9446575144 -0.1865197062 3.996106e-01 3.534799e-01 1.317900e+00
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## 2547 -2.0182225009 -0.0933500121 4.569483e-01 1.581523e-01 9.220918e-01
## 2548 -2.0413465380 -0.0401690566 4.539313e-01 1.117624e-01 9.734154e-01
## 2549 -2.0783987317 -0.0572483838 3.450753e-01 1.778389e-01 1.002443e+00
## 2550 -2.0688795391 -0.0558419093 3.495230e-01 1.663956e-01 1.013713e+00
## 2551 -2.0936005352 -0.0933988779 2.297608e-01 1.875205e-01 1.084039e+00
## 2552 -2.1086741262 -0.0191684152 2.510225e-01 1.805556e-01 9.696844e-01
## 2553 -2.1461828303 -0.0240352754 1.204041e-01 2.483479e-01 1.006853e+00
## 2554 -2.2795272953 -0.0624253696 -3.462589e-01 5.092617e-01 1.190756e+00
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## 2556 -2.2613522889 0.0879066093 -2.657804e-01 4.489271e-01 1.307650e+00
## 2557 -2.5129402823 -0.0765417829 -1.351216e+00 1.042139e+00 1.832261e+00
## 2558 -2.4940230580 -0.0332736101 -1.351815e+00 1.090619e+00 1.862879e+00
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## 2594 -0.1300261833 -0.6347024487 4.310402e-01 1.015210e+00 1.298358e-01
## 2595 0.1340120159 -0.2962780499 3.965893e-01 1.061119e+00 2.702381e-01
## 2596 0.2065870237 -0.1851312499 3.924486e-01 1.090078e+00 3.564376e-01
## 2597 0.2027465212 -0.1832352674 3.884162e-01 1.093484e+00 3.545632e-01
## 2598 0.2398743992 -0.2946425153 4.009927e-01 1.135789e+00 3.417214e-01
## 2599 0.1610573998 -0.7150028601 4.822005e-01 1.198567e+00 2.440291e-01
## 2600 0.1607058562 -0.7154220960 4.803347e-01 1.194951e+00 2.416579e-01
## 2601 0.1660961006 -0.7471408269 5.341287e-01 1.210154e+00 4.021924e-01
## 2602 0.1360079343 -0.7107264729 5.259457e-01 1.227805e+00 3.881133e-01
## 2603 0.3313003108 -0.8342709571 4.881943e-01 1.221521e+00 8.228029e-01
## 2604 0.3417996877 -0.8947478433 5.124117e-01 1.225523e+00 1.002437e+00
## 2605 0.5797194176 -0.8620602897 5.013354e-01 1.211262e+00 9.600674e-01
## 2606 0.6700863880 -1.0756157065 6.466781e-01 1.147156e+00 8.241040e-01
## 2607 0.6630435096 -1.0704526151 6.487016e-01 1.138991e+00 8.175744e-01
## 2608 0.6976377082 -1.2817485580 6.980135e-01 1.106170e+00 8.488343e-01
## 2609 0.7632768630 -1.2387199935 7.629598e-01 1.118669e+00 9.661399e-01
## 2610 0.8606794834 -1.0732989808 9.902415e-01 1.129648e+00 2.250586e-01
## 2611 0.6606137103 -1.2687385251 9.032769e-01 1.095084e+00 1.590976e-01
## 2612 0.5878341184 -1.2668341789 9.023530e-01 1.057478e+00 1.204353e-01
## 2613 0.5930206264 -0.9493830108 8.148195e-01 1.081911e+00 7.200317e-02
## 2614 0.2612509384 -0.6306707501 2.873778e-01 1.259486e+00 3.451519e-01
## 2615 0.6669981053 -0.7748771357 -1.281163e-01 1.348943e+00 1.352737e+00
## 2616 0.6664562913 -0.7746726316 -1.285847e-01 1.348580e+00 1.352464e+00
## 2617 0.6500089459 -0.8280232610 -2.061017e-01 1.464724e+00 1.369030e+00
## 2618 0.6406514176 -0.8247566434 -2.304519e-01 1.448824e+00 1.352495e+00
## 2619 0.6061840000 -0.8949760818 -3.197197e-01 1.545928e+00 1.376267e+00
## 2620 0.4048334303 -0.8787482767 -3.884361e-01 1.570069e+00 1.465366e+00
## 2621 0.3794666899 -0.8512925519 -3.602447e-01 1.516600e+00 1.506706e+00
## 2622 0.4053369524 -0.7278002436 -2.740343e-01 1.338335e+00 1.632409e+00
## 2623 0.4085751324 -0.7268082875 -2.740776e-01 1.334283e+00 1.637766e+00
## 2624 0.2884741871 -0.7124772439 -3.757625e-01 1.328085e+00 1.593389e+00
## 2625 0.2743308994 -0.7276842650 -3.691726e-01 1.337393e+00 1.568585e+00
## 2626 0.2454425969 -0.8007141106 -4.174110e-01 1.452282e+00 1.522478e+00
## 2627 0.2379973251 -0.7166971595 -4.258667e-01 1.517947e+00 1.496717e+00
## 2628 0.2443308361 -0.7209411795 -4.344666e-01 1.512260e+00 1.513485e+00
## 2629 0.1255058594 -0.6497651786 -4.285837e-01 1.428196e+00 1.036180e+00
## 2630 0.1225266542 -0.6482732321 -4.311399e-01 1.432301e+00 1.035512e+00
## 2631 0.1110247638 -0.6371502122 -4.308380e-01 1.439583e+00 1.017577e+00
## 2632 0.0821299041 -0.7606185984 -5.686088e-01 1.537502e+00 7.545203e-01
## 2633 0.0913747700 -0.7587078045 -5.642143e-01 1.527640e+00 7.703455e-01
## 2634 0.1277198310 -0.5583417773 -6.036258e-01 1.526155e+00 8.357294e-01
## 2635 0.1205871355 -0.5703654614 -6.259223e-01 1.420613e+00 8.515238e-01
## 2636 0.0529418565 -0.5280124318 -6.252752e-01 1.339604e+00 7.162805e-01
## 2637 0.0607886484 -0.5191974312 -6.065147e-01 1.321472e+00 7.083949e-01
## 2638 0.4037737696 -0.3239789401 -4.929310e-01 1.637738e+00 8.762432e-01
## 2639 0.1547358340 -0.7248272520 -4.433570e-01 1.659981e+00 8.100994e-01
## 2640 0.2188682608 -0.7337037456 -3.848298e-01 1.624553e+00 9.706781e-01
## 2641 0.2044185885 -0.7303190326 -3.932481e-01 1.619966e+00 9.493159e-01
## 2642 0.1300802397 -0.7109077909 -4.292476e-01 1.507952e+00 6.148326e-01
## 2643 0.1295384257 -0.7107032868 -4.297160e-01 1.507589e+00 6.145604e-01
## 2644 0.1259061266 -0.7025320524 -4.399543e-01 1.507779e+00 6.128208e-01
## 2645 0.1426572386 -0.7910274102 -4.105096e-01 1.509940e+00 7.676150e-01
## 2646 0.1844109815 -0.8279058542 -4.296045e-01 1.391083e+00 8.171148e-01
## 2647 0.1813386779 -0.8010909036 -3.835866e-01 1.355840e+00 7.530596e-01
## 2648 0.1859296112 -0.8001622549 -3.817182e-01 1.350691e+00 7.632377e-01
## 2649 0.1916147108 -0.8004506570 -3.796305e-01 1.342148e+00 7.689710e-01
## 2650 0.1830276650 -0.7573982730 -3.063463e-01 1.302937e+00 6.732180e-01
## 2651 -0.0157602103 -0.7734537227 -2.787743e-01 1.119758e+00 2.259111e-01
## 2652 -0.1620023537 -1.0150321856 -2.790107e-01 1.003722e+00 2.366300e-01
## 2653 -0.2222586034 -0.9864761324 -2.999569e-01 1.005118e+00 2.057481e-01
## 2654 -0.2871802408 -0.9918703022 -3.296814e-01 1.015704e+00 1.570087e-01
## 2655 -0.3349165015 -0.8800106392 -1.531619e-01 9.575151e-01 -1.233238e-01
## 2656 -0.3815570504 -0.6913538125 2.002097e-01 7.988318e-01 -5.940500e-01
## 2657 -0.2428632815 -0.2690122003 6.351313e-01 5.953992e-01 -1.159317e+00
## 2658 -0.2932637717 -0.0169574871 1.113170e+00 3.742266e-01 -1.767409e+00
## 2659 -0.2575665113 0.3173251854 1.555463e+00 1.818929e-01 -2.316355e+00
## 2660 -0.2725183957 0.3308933350 1.548515e+00 2.150402e-01 -2.284394e+00
## 2661 -0.2724975154 0.2949607686 1.569766e+00 4.524144e-02 -2.220411e+00
## 2662 -0.0831109731 -0.4081014511 5.395428e-01 -4.091412e-01 7.088522e-03
## 2663 -0.0898374897 -0.2737224572 3.420153e-01 -2.358066e-01 -2.975765e-01
## 2664 -0.1205686779 -0.2753086761 2.999960e-01 -2.322096e-01 -3.234678e-01
## 2665 -0.1978720176 -0.2126119085 1.646892e-01 -1.255412e-01 -5.206955e-01
## 2666 -0.2118822621 -0.1735512951 1.866785e-01 -1.983776e-01 -4.541090e-01
## 2667 -0.2135132125 -0.1618059741 1.855729e-01 -1.878415e-01 -4.576274e-01
## 2668 -0.2778705339 -0.0806422530 5.583641e-02 -1.613118e-01 -6.137103e-01
## 2669 -0.2802727615 -0.1146824898 3.806406e-02 -1.168725e-01 -6.237112e-01
## 2670 -0.2850136346 -0.1120654448 3.325391e-02 -1.144991e-01 -6.276156e-01
## 2671 -0.1786978108 0.1121081200 5.885623e-02 -3.389584e-01 -7.154069e-01
## 2672 -0.1801910094 0.1131627371 3.973682e-02 -3.458103e-01 -7.193604e-01
## 2673 -0.1245314032 0.2112945355 1.890032e-01 -3.341775e-02 -6.077099e-01
## 2674 -0.2220453047 0.2218797248 1.553880e-01 -6.159355e-02 -5.745797e-01
## 2675 -0.2788329160 0.2348051639 1.344500e-01 -5.382754e-02 -6.033923e-01
## 2676 -0.2523383511 0.2417742383 2.291561e-01 -1.465126e-01 -4.242797e-01
## 2677 -0.1522823454 0.1415970633 2.556236e-01 -1.463047e-01 -3.929166e-01
## 2678 -0.1240556381 0.1389592859 2.323660e-01 -1.449382e-01 -3.921996e-01
## 2679 -0.3762120353 0.0290863299 3.191146e-01 1.413328e-01 -1.278591e-01
## 2680 -0.4611380804 -0.1478761792 2.161568e-01 2.390657e-01 8.896276e-02
## 2681 -0.4271834477 -0.1868297714 2.216224e-01 2.169045e-01 1.524639e-01
## 2682 -0.3906123967 -0.1797516190 2.329102e-01 1.834467e-01 1.796148e-01
## 2683 0.2220835594 -0.1682113376 -1.542904e-01 3.094317e-01 1.247777e+00
## 2684 0.0644126746 -0.1533756879 -2.255475e-01 2.379646e-01 1.130111e+00
## 2685 0.0768526565 -0.1280428399 -2.285677e-01 2.853788e-01 1.111875e+00
## 2686 0.0802301573 -0.1106520934 -2.423189e-01 2.518594e-01 1.078833e+00
## 2687 0.0928775046 -0.1123680527 -2.805987e-01 2.376006e-01 1.067969e+00
## 2688 0.0986768584 -0.0659840017 -2.893910e-01 2.233672e-01 1.059202e+00
## 2689 0.0898424206 -0.0501726914 -3.173657e-01 2.198188e-01 1.041300e+00
## 2690 0.0611526564 -0.0308056523 -3.046399e-01 2.149621e-01 1.030822e+00
## 2691 -0.0313181515 0.0046030477 -3.138317e-01 2.367616e-01 1.000009e+00
## 2692 0.0892446454 0.0327570360 -3.929798e-01 1.972358e-01 8.684279e-01
## 2693 0.1655837570 0.0197995119 -4.504083e-01 2.598799e-01 7.851931e-01
## 2694 0.3719239477 -0.0526429944 -6.544354e-01 3.410495e-01 6.162434e-01
## 2695 0.3614872100 0.0080577937 -6.007026e-01 2.912089e-01 6.606013e-01
## 2696 0.3818082927 0.0066133996 -6.169893e-01 2.957561e-01 6.704323e-01
## 2697 0.6093078389 0.1876004215 -6.595085e-01 1.005425e-01 4.857905e-01
## 2698 0.5893347859 0.1837648990 -6.823500e-01 1.255105e-01 4.763584e-01
## 2699 0.5035722621 0.1081285819 -5.152798e-01 5.234769e-02 6.021111e-01
## 2700 0.5542481191 0.1150423331 -5.348408e-01 5.775142e-02 6.167452e-01
## 2701 0.5427985409 0.0923035100 -5.259495e-01 7.328316e-02 6.029659e-01
## 2702 0.5285403737 0.1162179953 -5.309347e-01 8.307024e-02 5.875206e-01
## PC31 PC32 PC33 PC34 PC35
## 1 1.674635e-01 1.196595e-02 0.1443119892 -0.1605515030 -5.690880e-02
## 2 6.526016e-01 -7.076515e-01 0.6737484175 0.0677159470 -5.188091e-01
## 3 6.016838e-01 -6.911296e-01 0.6986835055 0.0811249243 -5.202096e-01
## 4 6.046904e-01 -7.345824e-01 0.6793307844 0.0611406990 -4.583651e-01
## 5 7.010857e-01 -8.465520e-01 0.8640078346 0.0902429351 -4.688743e-01
## 6 7.012885e-01 -8.162804e-01 0.6779279281 0.1403365113 -4.681829e-01
## 7 6.992291e-01 -8.138389e-01 0.6800238231 0.1403076444 -4.729963e-01
## 8 6.377151e-01 -8.416884e-01 0.6162306422 0.0882776820 -4.094361e-01
## 9 6.368866e-01 -8.409378e-01 0.6166389528 0.0879440645 -4.112552e-01
## 10 5.909709e-01 -8.721389e-01 0.6522765713 0.0788682895 -4.373195e-01
## 11 5.455343e-01 -8.126296e-01 0.6232010409 0.0336992183 -4.339862e-01
## 12 5.452177e-01 -8.010597e-01 0.6232698209 0.0287545463 -4.450307e-01
## 13 5.457124e-01 -7.958307e-01 0.6214830430 0.0231347149 -4.572301e-01
## 14 4.396885e-01 -7.381704e-01 0.6324576014 0.0057042358 -3.980534e-01
## 15 4.438577e-01 -8.161083e-01 0.6932851043 0.0950152383 -3.722580e-01
## 16 4.274208e-01 -7.795945e-01 0.5388569919 0.0829979004 -3.729383e-01
## 17 -1.292344e-03 -1.210557e+00 1.4044233996 0.3183647032 -5.938803e-01
## 18 -1.956391e-03 -1.212340e+00 1.4061284220 0.3207749342 -6.071210e-01
## 19 -7.884179e-03 -1.233280e+00 1.4079953228 0.3300512802 -6.023223e-01
## 20 3.505164e-02 -1.197562e+00 1.4576583480 0.2064113721 -6.913944e-01
## 21 -3.727719e-01 -9.437947e-01 1.4800645174 0.3421718038 -3.088181e-01
## 22 -2.545600e-01 -8.116653e-01 1.4362860671 0.3757966025 -3.385486e-01
## 23 -3.998962e-01 -9.147741e-01 1.3274645501 0.4423122148 -3.058646e-01
## 24 -3.004828e-01 -8.009924e-01 1.3195781726 0.4287223979 -3.625365e-01
## 25 -2.944040e-01 -8.851864e-01 1.3566489627 0.4609157862 -4.098075e-01
## 26 -2.932263e-01 -8.812371e-01 1.3539721643 0.4582013631 -4.153671e-01
## 27 -5.040567e-01 -9.560693e-01 1.2502346014 0.3230305243 -4.662498e-01
## 28 -6.450441e-01 -1.072811e+00 1.1127418123 0.2619365314 -3.436326e-01
## 29 -7.990807e-01 -7.529055e-01 1.7352031041 0.1090724457 -8.844792e-02
## 30 -7.515342e-01 -7.290051e-01 1.7027497366 0.1205511152 -1.587313e-01
## 31 -7.357956e-01 -7.254957e-01 1.7326091914 0.1242815463 -1.950229e-01
## 32 -1.724761e-01 -1.542583e+00 1.4571233778 -0.7469282897 -2.384508e-01
## 33 -1.215542e-01 -1.304633e+00 1.6437189554 -1.6747469378 4.074086e-01
## 34 -2.243940e-02 6.112563e-01 -0.6246867418 -0.3174523292 -4.959615e-02
## 35 1.615607e-01 -2.358173e-02 0.0906928989 -0.1438934078 1.617205e-01
## 36 1.312147e-01 -1.082876e-01 0.0977494149 -0.1505208679 1.720537e-01
## 37 1.883450e-01 -9.495240e-02 0.2235200531 0.0094083499 1.182444e-01
## 38 1.870042e-01 -9.373213e-02 0.2276332084 0.0169438591 9.970327e-02
## 39 1.007450e-01 -5.795324e-02 0.1197844368 -0.0111213082 5.896626e-02
## 40 -1.027411e-02 -3.875243e-02 0.1670267948 -0.0202731409 -1.341094e-01
## 41 -1.741227e-01 5.742683e-01 0.7943861676 0.0701589681 -7.142146e-02
## 42 -1.445198e-01 5.365781e-01 0.7832499900 0.0810833465 -1.299661e-01
## 43 -1.490853e-01 5.421179e-01 0.7885179511 0.0821344724 -1.407526e-01
## 44 -1.668537e-01 6.050072e-01 0.6959515015 0.0350929976 -6.445750e-02
## 45 -1.650502e-01 6.099253e-01 0.6920994960 0.0319243936 -7.122688e-02
## 46 -1.829679e-01 5.792455e-01 0.6866678240 0.0278797673 -5.294877e-02
## 47 -1.837742e-01 5.801380e-01 0.6871776860 0.0273109042 -5.477562e-02
## 48 -1.960900e-01 5.671649e-01 0.6787777982 0.0119499078 -4.296268e-02
## 49 -2.002396e-01 5.454780e-01 0.6844467421 0.0313947251 -6.057435e-02
## 50 -1.943995e-01 6.013862e-01 0.6855904399 0.0910621329 -6.286612e-02
## 51 -3.911366e-01 2.489718e-01 0.8595549285 0.0845859153 -1.505033e-01
## 52 -4.050979e-01 2.508110e-01 0.8443693141 0.0614961486 -1.756194e-01
## 53 -4.055449e-01 2.510928e-01 0.8458878062 0.0647094734 -1.843102e-01
## 54 -4.307956e-01 2.572157e-01 0.8573867051 0.2163621216 -3.082520e-01
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## 62 -5.082975e-01 2.177615e-01 0.5703204665 0.1487659182 -1.978084e-01
## 63 -5.279094e-01 2.106724e-01 0.5875802159 0.1517797367 -2.237913e-01
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## 67 -7.674658e-01 8.359716e-02 0.4788120762 0.1879240887 -3.426370e-01
## 68 -7.682722e-01 8.448961e-02 0.4793219381 0.1873552255 -3.444638e-01
## 69 -8.444697e-01 1.099513e-01 0.4877231345 0.2137345792 -4.163580e-01
## 70 -1.060828e+00 2.124379e-01 0.4498908367 0.3712303418 -7.240052e-01
## 71 -1.101419e+00 4.579307e-01 0.4850117528 0.1420223542 -5.997153e-01
## 72 -1.146782e+00 4.970086e-01 0.4742370071 0.1351678433 -5.980552e-01
## 73 -1.408006e+00 7.155364e-01 0.4209155793 0.1865132555 -2.152300e-01
## 74 -1.406206e+00 7.236435e-01 0.4211826578 0.1803975701 -2.326624e-01
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## 77 -1.226120e+00 8.807131e-01 0.6595278666 0.3665058023 -2.100881e-01
## 78 -1.144104e+00 1.142041e+00 0.5083973590 0.5321303129 -3.451002e-01
## 79 -9.118620e-01 6.645522e-01 0.1083146235 0.9496626165 -2.578042e-01
## 80 -9.517928e-01 4.639636e-01 0.2128823138 1.0961259147 -1.854488e-01
## 81 -1.258504e+00 4.420623e-01 0.6307357568 1.4421065616 -4.341868e-01
## 82 -1.244108e+00 4.392545e-01 0.6227857825 1.4125220762 -4.234752e-01
## 83 -1.234034e+00 4.345472e-01 0.6035834041 1.3883296513 -4.280444e-01
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## 87 -1.186469e+00 5.400064e-01 0.4498188022 1.4598228786 -4.920807e-02
## 88 -1.080377e+00 6.557901e-01 0.4219451696 1.4608886367 -8.913497e-02
## 89 -1.130036e+00 6.093505e-01 0.3867120250 1.3862850975 -7.828711e-02
## 90 -1.112202e+00 6.524719e-01 -0.1145244382 1.1203331154 -4.559345e-02
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## 93 -1.237975e+00 6.783060e-01 -0.1190019903 1.1070443099 -1.123857e-01
## 94 -1.347421e+00 9.021673e-01 0.0351058877 1.2210475939 3.303174e-01
## 95 -1.425922e+00 8.536244e-01 0.0358131609 1.2355194733 2.525029e-01
## 96 -1.434033e+00 8.656524e-01 0.0484204957 1.2409198745 2.277920e-01
## 97 -1.481061e+00 8.573225e-01 0.0760034096 1.2627297849 1.407696e-01
## 98 -1.480755e+00 8.575358e-01 0.0739767504 1.2641354751 1.391041e-01
## 99 -2.139244e+00 1.149935e+00 0.1183152783 1.8554874435 5.644807e-01
## 100 -2.173136e+00 1.271138e+00 0.1572650127 1.7953886211 3.979596e-01
## 101 -2.195982e+00 1.268180e+00 0.1781176037 1.7479247361 3.535179e-01
## 102 -1.728486e+00 1.558507e+00 0.3003750423 1.9635225797 1.845541e-01
## 103 -1.634111e+00 1.629952e+00 0.3188590678 1.9149303170 3.335918e-01
## 104 -1.539853e+00 1.545490e+00 -0.1891347654 1.7057151501 2.535892e-01
## 105 -1.269617e+00 1.712642e+00 0.0472190696 1.9047088495 2.971618e-01
## 106 -1.217715e+00 1.774916e+00 0.0838576244 1.7746215884 2.068438e-01
## 107 -1.295321e+00 1.586164e+00 0.0382246710 2.5045580728 2.725063e-01
## 108 -1.305123e+00 1.531273e+00 -0.0656828368 2.5639862461 2.460404e-01
## 109 -1.239787e+00 1.084404e+00 -0.4650955506 3.3459311290 3.103214e-01
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## 111 -1.476361e+00 -2.087145e-01 -1.3118657174 5.3679666504 3.713897e-01
## 112 3.313881e-02 2.274045e-01 0.8009604976 0.2021943207 -6.603868e-01
## 113 2.963467e-01 -1.057802e-01 0.1573601533 -0.1631458283 2.388374e-01
## 114 5.815479e-02 -1.392667e-01 0.2312931411 -0.1956349638 -1.171548e-03
## 115 6.046652e-02 -1.214514e-01 0.2282618057 -0.1887625685 -1.776571e-02
## 116 -3.729206e-02 2.977742e-02 0.1916087416 -0.1778912628 -1.842700e-01
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## 122 6.853263e-02 -1.528298e-01 0.1378547733 0.1727768260 -2.685001e-01
## 123 6.970077e-02 -3.132171e-01 0.1249578406 0.1746905822 -4.113002e-01
## 124 2.274932e-02 -3.088533e-01 0.0412077860 0.2011565303 -4.046004e-01
## 125 2.274932e-02 -3.088533e-01 0.0412077860 0.2011565303 -4.046004e-01
## 126 2.496464e-01 -3.266570e-01 -0.1218526477 0.0723783294 -2.153377e-01
## 127 2.489135e-01 -3.250090e-01 -0.1201952853 0.0750245523 -2.251112e-01
## 128 2.381191e-01 -3.348036e-01 -0.0739736541 0.2320332824 -2.881949e-01
## 129 2.500793e-01 -3.566907e-01 -0.0904725708 0.1857758395 -2.796589e-01
## 130 -5.610553e-03 -2.762490e-01 -0.0554148264 0.2924343268 -4.742777e-01
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## 1658 -8.561074e-01 5.311229e-01 0.1955935302 -0.1239009834 -2.576961e-01
## 1659 -8.375967e-01 5.023659e-01 0.1753969269 -0.1835281725 -2.530369e-01
## 1660 -8.362970e-01 4.688713e-01 0.1606788338 -0.1823562098 -2.494039e-01
## 1661 -8.607060e-01 4.616977e-01 0.2078882975 -0.1756197319 -2.908845e-01
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## 1663 -7.086531e-01 4.604273e-01 0.0912569910 -0.2732395596 -2.575012e-01
## 1664 -7.270410e-01 4.503925e-01 0.1225552771 -0.2595781267 -3.102757e-01
## 1665 -7.432759e-01 4.331345e-01 0.1553582080 -0.2078371148 -2.398717e-01
## 1666 -7.136616e-01 4.040858e-01 0.2015109010 -0.2214959074 -2.572086e-01
## 1667 -4.402961e-01 3.746435e-01 0.5624523343 0.0270429527 -1.356530e-01
## 1668 -3.199984e-01 2.891171e-01 0.5418147511 -0.0754958195 6.201114e-02
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## 1670 -3.391897e-01 2.804664e-01 0.4598004166 -0.1215866560 1.563750e-02
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## 1672 3.546402e-01 -5.798351e-01 -0.3888028909 0.2404782998 -6.484033e-01
## 1673 3.705219e-01 -6.624671e-01 -0.3952516783 0.1674657724 -5.568063e-01
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## 1675 3.670275e-01 -6.751853e-01 -0.3836799374 0.1561176282 -5.523676e-01
## 1676 3.503026e-01 -6.885795e-01 -0.3903396793 0.1421813542 -6.256400e-01
## 1677 3.839319e-01 -8.985021e-01 -0.2249247910 0.1138068461 -6.853296e-01
## 1678 3.488479e-01 -1.010184e+00 -0.1886190002 0.1570615770 -6.352062e-01
## 1679 3.689465e-01 -1.016769e+00 -0.2204602039 0.1533990307 -6.648797e-01
## 1680 5.993630e-01 -1.125674e+00 -0.3650650890 0.0413649978 -4.499649e-01
## 1681 5.732140e-01 -1.136877e+00 -0.4086123198 0.0849354190 -5.073927e-01
## 1682 6.045140e-01 -1.239940e+00 -0.3906865677 0.0200457717 -4.004859e-01
## 1683 2.862934e-01 -8.304859e-01 0.4367223069 0.1090209829 -2.814150e-01
## 1684 2.817387e-01 -8.195111e-01 0.4487189510 0.1090211163 -3.038772e-01
## 1685 2.789995e-01 -8.167495e-01 0.4535704777 0.1075528534 -3.173424e-01
## 1686 3.368527e-01 -9.363978e-01 0.3727554876 0.2496021220 -2.814849e-01
## 1687 2.635450e-01 -9.456907e-01 0.4100433685 0.2047717776 -2.880498e-01
## 1688 2.291471e-01 -9.651298e-01 0.4521827270 0.2009824976 -3.416991e-01
## 1689 1.815825e-01 -8.601152e-01 0.5231725450 0.2576401822 -3.498284e-01
## 1690 1.499816e-01 -8.526448e-01 0.4999542540 0.2108689412 -3.839264e-01
## 1691 1.399821e-01 -8.817605e-01 0.5049403650 0.2052349212 -4.010385e-01
## 1692 1.654388e-01 -8.970076e-01 0.5199372029 0.2139347501 -4.044485e-01
## 1693 1.285742e-01 -1.002697e+00 0.3319500793 0.1897993560 -2.793626e-01
## 1694 1.140934e-01 -9.765096e-01 0.2374621951 0.1754739249 -3.402499e-01
## 1695 6.858929e-02 -7.565095e-01 0.1791404754 0.2866183395 -6.112682e-01
## 1696 7.166717e-02 -7.960103e-01 0.1726509854 0.2335896713 -5.982567e-01
## 1697 8.274633e-02 -8.340180e-01 0.1663935682 0.2179346045 -5.980626e-01
## 1698 2.329459e-02 -8.228837e-01 0.0316148360 0.2206148721 -5.918117e-01
## 1699 -2.480822e-02 -6.634183e-01 -0.0875817301 0.0406771136 -6.717681e-01
## 1700 -4.574344e-02 -6.492960e-01 -0.1177337037 0.0016377903 -6.992186e-01
## 1701 -2.226214e-01 -6.545658e-01 -0.3120577227 0.0361305671 -6.460621e-01
## 1702 -2.003878e-01 -6.623499e-01 -0.3213087088 0.0211205445 -6.878646e-01
## 1703 -2.140649e-01 -6.319161e-01 -0.4620831635 -0.1013897447 -6.389053e-01
## 1704 -1.166235e-01 -6.444937e-01 -0.5341302129 -0.2092539529 -5.333852e-01
## 1705 -1.068527e-01 -6.885220e-01 -0.4894548245 -0.1657809759 -6.252264e-01
## 1706 -1.241058e-01 -6.959335e-01 -0.4630111801 -0.1449339266 -6.596463e-01
## 1707 -1.282132e-01 -6.897131e-01 -0.4557996192 -0.1423942451 -6.781009e-01
## 1708 -1.387618e-01 -7.070100e-01 -0.4100431120 -0.0913668280 -7.375305e-01
## 1709 -1.408213e-01 -7.045684e-01 -0.4079472170 -0.0913956949 -7.423439e-01
## 1710 -3.412595e-02 -5.870306e-01 -0.3385381904 -0.3467415308 -9.094579e-01
## 1711 2.114339e-02 -4.451411e-01 -0.2498388618 -0.4480225048 -1.074420e+00
## 1712 4.167496e-02 -4.439433e-01 -0.2972258031 -0.4458315853 -1.115676e+00
## 1713 4.423140e-02 -4.474630e-01 -0.3012975994 -0.4514021233 -1.123593e+00
## 1714 3.277899e-01 -4.794678e-01 -0.1412501976 -0.4062461583 -1.222349e+00
## 1715 3.369425e-01 -6.358099e-01 -0.2275212104 -0.1600006696 -1.215723e+00
## 1716 -5.601894e-02 -2.586022e-01 0.0870274620 -0.3494588281 -1.218638e+00
## 1717 1.700726e-01 -1.054638e-01 0.1189257830 -0.5454466053 -1.318722e+00
## 1718 1.746277e-01 -9.634884e-02 0.1243912316 -0.5525169052 -1.329343e+00
## 1719 1.588068e-01 -6.421396e-02 0.0921723909 -0.5966685188 -1.379037e+00
## 1720 7.949168e-02 -1.514772e-01 0.1156699586 -0.6205131076 -1.324483e+00
## 1721 -6.228104e-03 -2.596331e-02 -0.0221019113 -0.5391890739 -1.596784e+00
## 1722 1.558677e-01 1.492118e-02 -0.0736141747 -0.7414575928 -1.741082e+00
## 1723 1.877237e-01 -9.212114e-02 -0.0578663547 -0.6836982807 -1.711899e+00
## 1724 9.091786e-04 -3.672018e-01 -0.1314982358 -0.6247480793 -1.706774e+00
## 1725 -4.000980e-02 -4.524575e-01 -0.1953537437 -0.4921807829 -1.792429e+00
## 1726 -1.160717e-03 -4.554348e-01 -0.2461132143 -0.5033722227 -1.808686e+00
## 1727 -5.600531e-02 -2.480292e-01 -0.1721430492 -0.8081318928 -1.827886e+00
## 1728 -3.054224e-01 -2.733355e-01 -0.1828544820 -0.5094828400 -1.395240e+00
## 1729 -3.347543e-01 -5.114388e-01 -0.3442081194 -0.1376684688 -1.370847e+00
## 1730 -3.799377e-01 -7.812902e-01 -0.4238400758 0.0754583687 -1.345004e+00
## 1731 -4.001996e-01 -1.149930e+00 -0.5362016762 0.5146306409 -1.339133e+00
## 1732 -3.465337e-01 -1.668237e+00 -1.0259563239 1.2498349174 -1.272411e+00
## 1733 -4.678585e-01 -2.678295e+00 -1.7345683003 2.8218653276 -1.172785e+00
## 1734 -4.307962e-02 5.991737e-01 -0.6122620492 -0.2975504913 -7.800323e-02
## 1735 8.184057e-02 2.231725e-01 -0.0168914114 -0.0666425325 1.093338e-01
## 1736 -6.058553e-02 5.265232e-01 -0.2280415404 -0.1052957757 -1.155545e-01
## 1737 -7.881777e-02 4.732223e-01 -0.2153557505 -0.1070881428 -1.245099e-01
## 1738 -7.395657e-02 3.174773e-01 -0.1520573216 -0.1614880312 4.144443e-02
## 1739 -1.463275e-01 5.211594e-01 -0.3563638164 -0.3087961133 2.635205e-02
## 1740 -2.560388e-01 3.767971e-01 -0.3049780690 -0.1225961132 5.375366e-02
## 1741 -2.899460e-01 3.155593e-01 -0.3100992263 -0.1657683696 6.036582e-02
## 1742 -3.215140e-01 3.657042e-01 -0.3274974442 -0.1547245337 -1.777695e-02
## 1743 -3.510134e-01 3.394530e-01 -0.3058504713 -0.1578599148 -3.092833e-02
## 1744 -3.762995e-01 3.831350e-01 -0.3485154314 -0.1069450242 -1.342812e-01
## 1745 -2.417706e-01 3.428035e-01 -0.4524648166 -0.1682309056 -2.633113e-02
## 1746 -2.235557e-01 3.221470e-01 -0.4110630592 -0.1603641689 -1.427999e-02
## 1747 -2.237950e-01 3.146675e-01 -0.3696417816 -0.1595287264 -3.341337e-02
## 1748 -1.851045e-01 3.116526e-01 -0.4188554367 -0.1646355455 -5.071461e-02
## 1749 -2.153887e-01 2.846610e-01 -0.3030473879 0.2277279548 -1.732386e-01
## 1750 -2.178110e-01 2.842787e-01 -0.3013857063 0.2283332281 -1.825287e-01
## 1751 -3.014323e-01 1.544995e-01 -0.2802780806 0.2883003950 -1.586438e-01
## 1752 -2.876510e-01 1.510202e-01 -0.2903089203 0.2574161133 -1.409347e-01
## 1753 -3.115234e-01 3.448298e-02 -0.2363921933 0.2519444250 -7.763578e-02
## 1754 -4.935241e-01 -2.062614e-01 -0.2537470261 0.1527642232 -6.395798e-02
## 1755 -7.285301e-01 -4.717091e-02 -0.1185794776 0.3221292663 -1.055712e-01
## 1756 -7.291087e-01 -6.449952e-02 -0.0880017366 0.2804453011 -1.045669e-01
## 1757 -7.497145e-01 -1.050374e-01 -0.1496157636 0.5733618130 6.649990e-02
## 1758 -8.911317e-01 -2.231226e-01 -0.0981091787 0.5502499964 2.206485e-01
## 1759 -8.829279e-01 -2.240789e-01 -0.1146663656 0.5318502451 2.232338e-01
## 1760 -8.870457e-01 -2.380062e-01 -0.1080870532 0.5321438400 1.925631e-01
## 1761 -8.683945e-01 -2.502929e-01 -0.1228474770 0.4946189173 2.129718e-01
## 1762 -8.145941e-01 -2.321559e-01 -0.1420517103 0.5132254263 1.962769e-01
## 1763 -2.678028e-01 -3.528500e-01 0.1920737287 0.3873898497 1.458021e-01
## 1764 -2.625970e-01 -3.492431e-01 0.1733589857 0.3789379787 1.201326e-01
## 1765 -2.873223e-01 -4.099990e-01 0.1748818116 0.4668211862 1.580784e-01
## 1766 -2.921077e-01 -5.614861e-01 0.2572891979 0.4868737128 1.437797e-01
## 1767 -2.998003e-01 -5.743062e-01 0.2747576472 0.4984409789 1.292444e-01
## 1768 -3.570951e-01 -1.400824e-01 0.5689935477 0.7357597164 6.378652e-01
## 1769 -3.761705e-01 -1.466999e-01 0.5851972758 0.7344881571 6.205635e-01
## 1770 -3.075728e-01 -1.497580e-01 0.5452107148 0.6814960817 6.913140e-01
## 1771 -2.477291e-01 -5.430371e-02 0.6145238566 0.5708990171 6.009626e-01
## 1772 -2.454300e-01 -1.445428e-01 0.5992311550 0.6188869685 5.399337e-01
## 1773 -2.609325e-01 -1.531780e-01 0.5972759182 0.6073621152 5.357159e-01
## 1774 -2.521287e-01 -2.047375e-01 0.6422842824 0.5574471572 6.717628e-01
## 1775 -4.486834e-01 -2.611577e-01 0.6858612070 0.7647454041 5.763423e-01
## 1776 -5.433711e-01 -2.040673e-01 0.5062905862 0.9113183195 1.955992e-01
## 1777 -5.382575e-01 -2.016678e-01 0.4963505772 0.9024683413 1.755453e-01
## 1778 -5.331290e-01 -1.595182e-01 0.4850977612 0.8101444590 2.478782e-01
## 1779 -5.748792e-01 -3.257210e-01 0.5302528778 0.8271058818 3.074276e-01
## 1780 -6.072729e-01 -2.390931e-01 0.6736467269 0.8915393255 2.277090e-01
## 1781 -5.636182e-01 -2.287606e-01 0.5605699998 0.8458539835 1.543699e-01
## 1782 -7.019157e-01 -2.006697e-01 0.6252435147 0.7444253203 1.276029e-01
## 1783 -4.084393e-01 -8.851017e-02 0.9397727731 0.9357538270 2.449584e-01
## 1784 -4.292025e-01 -7.325778e-02 0.9414699388 0.9379433450 1.888099e-01
## 1785 -4.767599e-01 -6.805100e-02 1.0066027506 1.0269721933 1.294826e-01
## 1786 -4.762105e-01 -7.032071e-02 1.0067299921 1.0227111889 1.257815e-01
## 1787 -4.708758e-01 -1.967172e-01 1.0427582606 1.0539551698 8.553684e-02
## 1788 -4.055314e-01 -1.922466e-01 0.9370699935 1.0453406010 3.849988e-02
## 1789 -4.087517e-01 -1.761748e-01 0.8110558182 1.0263941966 3.875202e-02
## 1790 -2.618754e-01 1.471329e-02 0.7433155962 1.0465581521 -1.891114e-03
## 1791 -2.988845e-01 -5.693681e-02 0.7733315940 1.1738709487 -4.668443e-02
## 1792 -3.527649e-01 -1.659693e-02 0.7410875314 1.2370784232 -1.785294e-01
## 1793 -3.492925e-01 2.339548e-02 0.7969573981 1.3061543799 -1.855504e-01
## 1794 -2.875120e-01 1.504085e-01 0.7313919891 1.1151263632 -4.242250e-01
## 1795 -2.885254e-01 1.545599e-01 0.7336909350 1.1114585922 -4.306383e-01
## 1796 -3.433192e-01 2.279296e-01 0.7485306821 1.1012327846 -4.430469e-01
## 1797 -3.442337e-01 2.297521e-01 0.7539996806 1.1056362258 -4.620024e-01
## 1798 -4.787228e-01 3.661442e-01 0.6747491959 1.0282383241 -9.091460e-01
## 1799 -3.631786e-01 4.814410e-01 0.7264895178 0.7564705710 -1.071590e+00
## 1800 -3.544413e-01 4.807844e-01 0.7788901126 0.7631335742 -1.091201e+00
## 1801 -3.981303e-01 5.211814e-01 0.7506883164 0.8344901496 -1.148910e+00
## 1802 -5.632040e-01 5.045845e-01 0.8084620526 0.9549675719 -1.278237e+00
## 1803 -5.960139e-01 5.020811e-01 0.8222969052 0.9328049126 -1.277032e+00
## 1804 -6.788306e-01 4.907953e-01 0.8968005614 0.9586759039 -1.303435e+00
## 1805 -6.958621e-01 5.511937e-01 0.8362518289 1.1717947008 -1.356368e+00
## 1806 -5.749048e-01 5.414660e-01 0.7391718265 1.0849239257 -1.252971e+00
## 1807 -6.196204e-01 6.701630e-01 0.7239338527 0.8727812567 -1.386436e+00
## 1808 -6.089158e-01 6.616045e-01 0.7632319644 0.8844590347 -1.385951e+00
## 1809 -3.895386e-01 6.185017e-01 0.6471819637 0.8866055722 -1.349239e+00
## 1810 -4.149710e-01 7.442675e-01 0.6127165981 0.8931787311 -1.512553e+00
## 1811 -3.864846e-01 7.196313e-01 0.5519732537 0.8547755661 -1.558565e+00
## 1812 -4.198101e-01 6.458891e-01 0.5890823828 0.8362520458 -1.474288e+00
## 1813 -4.722284e-01 6.724021e-01 0.6508866318 0.8846466668 -1.560413e+00
## 1814 -3.197815e-01 7.102516e-01 0.6109700332 0.6931919204 -1.549566e+00
## 1815 -3.205052e-01 7.159595e-01 0.6277951979 0.6992403963 -1.578459e+00
## 1816 -2.207603e-01 6.928583e-01 0.5205480381 0.6405033903 -1.539431e+00
## 1817 8.049566e-03 9.260555e-01 0.5809508563 0.4541477321 -1.442466e+00
## 1818 4.486780e-02 8.908932e-01 0.6161780725 0.4420471305 -1.435139e+00
## 1819 5.137641e-01 1.045854e+00 1.1331548826 0.7666369114 -1.430006e+00
## 1820 5.027585e-01 1.033466e+00 1.1255000233 0.7463394914 -1.420600e+00
## 1821 4.028604e-01 1.055990e+00 0.9924850092 0.7787156453 -1.378093e+00
## 1822 4.114746e-01 1.050164e+00 1.0379799077 0.7895955821 -1.389906e+00
## 1823 4.185072e-01 1.025532e+00 1.0241978846 0.7850078128 -1.406015e+00
## 1824 3.559713e-01 1.018306e+00 1.0377237270 0.7862208430 -1.380432e+00
## 1825 2.948761e-01 9.640923e-01 1.0285589074 0.7997773192 -1.476987e+00
## 1826 4.487320e-01 9.820569e-01 0.9549498324 0.7706757191 -1.439925e+00
## 1827 3.111440e-01 -1.506673e-01 -0.0416406322 -0.1602788678 3.376256e-01
## 1828 3.079432e-01 -2.532555e-02 -0.2236863057 -0.2538793159 3.773123e-01
## 1829 2.637854e-01 -1.152711e-01 0.0079808830 -0.1923271336 2.747196e-01
## 1830 2.270089e-01 -1.502618e-01 0.0388279261 -0.2070090538 3.360689e-01
## 1831 2.267961e-01 -8.438304e-02 -0.0270059653 -0.2770179117 4.062792e-01
## 1832 2.367345e-01 -6.565752e-02 -0.0536006546 -0.3040623087 4.102608e-01
## 1833 3.273267e-01 -3.469716e-02 -0.2409629625 -0.3352884086 3.408399e-01
## 1834 3.519899e-01 -1.822181e-01 -0.2948479169 -0.4278942464 4.497862e-01
## 1835 3.527148e-01 -1.933086e-01 -0.3043567060 -0.4298436624 4.365078e-01
## 1836 3.536799e-01 -2.459618e-01 -0.2622909408 -0.4027957908 4.495270e-01
## 1837 3.523592e-01 -3.260320e-01 -0.1958008739 -0.3408678590 4.587291e-01
## 1838 3.515122e-01 -3.192397e-01 -0.1926804608 -0.3479560487 4.546410e-01
## 1839 3.682431e-01 -3.574731e-01 -0.1566909507 -0.1883733946 3.963326e-01
## 1840 5.468740e-01 -3.635104e-01 -0.2077957913 -0.2792374958 4.534544e-01
## 1841 5.419691e-01 -3.736558e-01 -0.1925464786 -0.2780202700 4.273790e-01
## 1842 5.386567e-01 -3.696651e-01 -0.1888645506 -0.2775091404 4.195790e-01
## 1843 4.398470e-01 -1.167480e-01 -0.2731471488 -0.2556976068 9.762533e-01
## 1844 4.419255e-01 -9.917070e-02 -0.2832911727 -0.2725035486 9.503171e-01
## 1845 2.744189e-01 -9.389150e-02 -0.3041207464 -0.2383539761 7.756025e-01
## 1846 -2.515198e-02 -3.619825e-02 -0.1316190597 -0.1199744652 8.257170e-01
## 1847 1.574831e-01 -1.199899e-01 0.3259429378 -0.3385985999 8.077698e-01
## 1848 1.367003e-01 -2.403717e-01 0.3948883039 -0.3108084187 8.340008e-01
## 1849 1.358940e-01 -2.394793e-01 0.3953981658 -0.3113772819 8.321740e-01
## 1850 1.191001e-01 -2.323756e-01 0.3428452024 -0.3806370273 7.827143e-01
## 1851 -3.872669e-02 -2.372157e-01 0.3166729464 -0.5168440278 7.500146e-01
## 1852 -3.869301e-02 -2.311944e-01 0.3160336725 -0.5200636124 7.414080e-01
## 1853 -7.015278e-02 -2.237572e-01 0.3136568369 -0.5260032121 6.967331e-01
## 1854 -3.832902e-02 -2.222490e-01 0.3866127967 -0.5384862621 6.447203e-01
## 1855 1.456702e-01 -3.458290e-01 0.2898463699 -0.5975023523 5.817328e-01
## 1856 3.785550e-01 -1.869826e-01 0.3516962070 -0.7735237087 4.518666e-01
## 1857 2.980995e-01 -3.200295e-01 0.4028000409 -0.8005544281 5.913125e-01
## 1858 3.187699e-01 -3.642850e-01 0.3830430224 -0.8896725401 6.586010e-01
## 1859 3.173706e-01 -3.637885e-01 0.3834154022 -0.8827658458 6.458018e-01
## 1860 3.254067e-01 -4.187431e-01 0.3366425001 -0.9111063952 5.886754e-01
## 1861 6.561493e-02 -6.763211e-01 -0.0123731856 -0.9484107367 3.958863e-01
## 1862 5.787677e-02 -6.554174e-01 0.1189715733 -1.0553024637 3.592563e-01
## 1863 5.709884e-02 -6.544848e-01 0.1195718248 -1.0560801314 3.574019e-01
## 1864 1.105791e-02 -6.029969e-01 0.1312575061 -1.0693253924 3.822264e-01
## 1865 -1.423023e-01 -6.585400e-01 0.1357107061 -1.0325403059 3.752524e-01
## 1866 -2.418845e-01 -7.220309e-01 0.1325552327 -0.9405160598 2.866767e-01
## 1867 -3.024101e-01 -7.159266e-01 0.1967290857 -0.9478123497 3.649312e-01
## 1868 -1.290336e-01 -7.099746e-01 -0.0209162766 -1.0965449464 4.083463e-01
## 1869 -1.496563e-01 -7.066617e-01 -0.0514353251 -1.1189304018 3.746798e-01
## 1870 -1.823062e-01 -7.321923e-01 -0.0161884631 -1.1963098797 4.926226e-01
## 1871 -1.394630e-01 -7.661229e-01 0.0783115732 -1.1943329953 5.065597e-01
## 1872 -1.402409e-01 -7.651903e-01 0.0789118247 -1.1951106630 5.047053e-01
## 1873 -2.343133e-01 -6.558439e-01 0.0989081568 -1.2241462359 5.515716e-01
## 1874 -3.153588e-01 -6.304530e-01 0.2890068033 -1.1457642818 4.939319e-01
## 1875 -2.742367e-01 -6.701341e-01 0.3169841913 -1.1345767251 5.120807e-01
## 1876 -3.273328e-01 -7.223457e-01 0.3745317472 -1.1334956622 5.516021e-01
## 1877 -4.318260e-01 -7.047213e-01 0.4223299605 -1.1458264895 6.158512e-01
## 1878 -4.333678e-01 -7.085558e-01 0.4194547771 -1.1385538309 6.142828e-01
## 1879 -5.314399e-01 -8.734685e-01 0.3493427346 -1.0828800159 7.203373e-01
## 1880 -5.346480e-01 -8.590946e-01 0.2481630886 -1.0270660577 6.837310e-01
## 1881 -5.881596e-01 -8.641396e-01 0.2384386783 -1.0449709415 6.095936e-01
## 1882 -5.536262e-01 -8.826425e-01 0.2946363471 -1.0421919097 6.094549e-01
## 1883 -5.592055e-01 -9.025692e-01 0.3689399591 -1.0204721614 5.766190e-01
## 1884 -6.206636e-01 -8.715455e-01 0.4127406329 -0.9794910072 5.626351e-01
## 1885 -6.150955e-01 -8.289789e-01 0.4643941918 -0.9175202412 5.620817e-01
## 1886 -7.016494e-01 -9.885037e-01 0.4454294207 -0.9519361981 6.079515e-01
## 1887 -7.081056e-01 -1.024232e+00 0.4557068036 -0.9776624648 6.663639e-01
## 1888 -6.695883e-01 -9.787850e-01 0.5009339755 -1.1061985878 5.763601e-01
## 1889 -6.506279e-01 -9.990953e-01 0.5226387579 -1.1414415024 5.956795e-01
## 1890 -7.649269e-01 -9.856030e-01 0.5513078358 -1.2714828046 5.443861e-01
## 1891 -3.398661e-01 -8.531526e-01 0.6701189195 -1.2532493084 8.372792e-01
## 1892 -2.544749e-01 -6.617643e-01 0.5581794115 -1.1767539277 7.152664e-01
## 1893 -3.353112e-01 -4.497637e-01 0.3180069946 -1.3845009322 6.346171e-01
## 1894 -3.669083e-01 -4.009912e-01 0.3546776725 -1.3984638458 6.332218e-01
## 1895 -2.378501e-01 -2.635749e-01 0.3254032276 -1.4089358266 5.900640e-01
## 1896 -7.285581e-02 -2.394608e-01 0.1480018419 -1.5788212957 7.659500e-01
## 1897 -7.134166e-02 -3.026312e-01 0.1797741370 -1.5773794595 7.649848e-01
## 1898 1.708962e-02 -2.541943e-01 0.2136031358 -1.7460729884 7.038013e-01
## 1899 6.890143e-02 -1.906762e-01 0.2492839540 -1.8735219278 6.113762e-01
## 1900 5.270639e-02 -2.020512e-01 0.2504475013 -1.8742903248 5.969784e-01
## 1901 -8.184942e-02 -1.866520e-01 0.3630086858 -1.7643309803 4.180640e-01
## 1902 -1.148241e-01 -6.351412e-02 0.3793444737 -1.9602452862 3.179967e-01
## 1903 -3.939882e-02 -6.657427e-02 0.3302944023 -2.0213198267 3.859446e-01
## 1904 1.698449e-01 -3.445165e-02 -0.0232183173 -1.8510000060 1.732112e-01
## 1905 1.666248e-01 -3.033050e-02 -0.0192426232 -1.8511674912 1.653214e-01
## 1906 1.612418e-01 -4.019134e-02 -0.0091613076 -1.7958481767 1.710984e-01
## 1907 -1.162316e-02 6.381359e-02 -0.1552731466 -1.9167352108 1.092779e-01
## 1908 -4.331488e-02 4.017072e-02 -0.0827303998 -1.8601440905 1.015095e-01
## 1909 -1.110932e-01 8.056423e-02 -0.2231282331 -1.8097113600 1.734668e-01
## 1910 -4.580785e-01 3.931252e-02 -0.2702700769 -1.2164799077 1.328728e-01
## 1911 -2.395575e-01 1.669508e-01 -0.2787087031 -1.4008196895 -1.233675e-01
## 1912 -2.745933e-01 2.319879e-02 -0.2438543786 -1.4569496600 3.840070e-02
## 1913 -2.912935e-01 -1.270031e-01 -0.2578374281 -1.1132877709 1.942371e-02
## 1914 -3.274428e-01 -1.480259e-01 -0.2804116315 -1.1772416729 -4.357358e-02
## 1915 -3.756980e-01 -4.264495e-01 -0.4469409816 -0.7674342558 -2.683558e-02
## 1916 -4.457516e-01 -8.076508e-01 -0.7430949307 -0.3580192525 8.095759e-02
## 1917 5.905958e-02 -3.637105e-01 -0.5304770597 -1.9609213163 -7.070918e-01
## 1918 1.950297e-01 9.403726e-02 -0.1816953115 -0.2636807099 1.323760e-01
## 1919 2.078555e-01 6.584093e-02 0.1641611945 -0.1313087762 -2.177153e-01
## 1920 2.561951e-01 2.837330e-02 0.2053767667 -0.1237449492 -2.090286e-01
## 1921 1.902976e-01 -1.141919e-02 0.1506861878 -0.1120036077 -1.783866e-01
## 1922 1.505873e-01 -4.090940e-02 0.1605893679 -0.1341816754 -1.921897e-01
## 1923 1.226719e-01 -6.590515e-02 0.1643440687 -0.1502859344 -1.890256e-01
## 1924 1.501692e-01 4.500501e-04 0.1409034600 -0.1812853089 -1.193061e-01
## 1925 9.018326e-02 1.323280e-02 0.1417358681 -0.1849093207 3.077841e-03
## 1926 5.741669e-02 6.140350e-02 0.0943147281 -0.1815111802 3.520414e-03
## 1927 2.114647e-01 4.685579e-02 -0.0562429440 -0.2511431638 1.523492e-01
## 1928 1.905805e-01 1.732511e-02 -0.0460986861 -0.2565443759 6.823703e-02
## 1929 1.894334e-01 2.301479e-02 -0.0464207645 -0.2575538231 6.009725e-02
## 1930 7.538767e-02 -2.664444e-01 -0.1667263594 -0.1369512354 2.405382e-01
## 1931 1.359733e-01 -3.520677e-01 -0.2057877190 -0.0785543669 2.634985e-01
## 1932 -6.335858e-02 -2.978271e-01 -0.1743184060 0.2667467335 -9.837039e-02
## 1933 -1.044913e-01 -2.613532e-01 -0.2063897321 0.3327156556 -1.426742e-01
## 1934 -1.727545e-01 -3.888632e-01 -0.1165188428 0.4430951984 -5.321605e-02
## 1935 -1.858064e-01 -3.752825e-01 -0.2332347930 0.3867874191 9.652389e-03
## 1936 -1.722973e-01 -4.217968e-01 -0.1988480120 0.3808393438 1.031391e-02
## 1937 -3.047338e-01 -4.505672e-01 -0.1773603755 0.2592186067 -7.058444e-03
## 1938 -8.084699e-01 9.868400e-02 0.2359803331 0.2555443177 -2.623219e-01
## 1939 -8.177183e-01 3.986500e-03 0.2579467448 0.2507898847 -2.128623e-01
## 1940 -6.969020e-01 1.867007e-01 0.2711678546 0.0130951726 -3.748795e-01
## 1941 -7.030462e-01 2.026610e-01 0.2577756131 0.0404333138 -3.960948e-01
## 1942 -7.194509e-01 1.733630e-01 0.3170278250 0.0055192150 -3.408522e-01
## 1943 -7.169336e-01 1.689654e-01 0.3123882673 0.0013558094 -3.482254e-01
## 1944 -7.354425e-01 1.788675e-01 0.3038714676 0.0024639792 -3.891667e-01
## 1945 -7.361792e-01 1.833470e-01 0.3038429224 0.0010047391 -3.964686e-01
## 1946 -5.969118e-01 1.455736e-03 0.4342253601 0.1012756985 -4.217730e-01
## 1947 -5.484591e-01 -2.755941e-01 0.2100867591 -0.0555582276 -7.197094e-02
## 1948 -6.836723e-01 -3.558437e-01 0.2070941059 -0.0843058480 -1.942378e-01
## 1949 -6.948706e-01 -3.679907e-01 0.1956557245 -0.0989802338 -1.848280e-01
## 1950 -6.947210e-01 -4.457415e-01 0.2271893838 -0.0859018017 -2.130520e-01
## 1951 -6.557224e-01 -4.555212e-01 0.1586421894 -0.0678647655 -2.679326e-01
## 1952 -6.721153e-01 -4.868646e-01 0.2010685140 -0.0728818784 -2.940413e-01
## 1953 -7.649558e-01 -4.100964e-01 0.1156553871 -0.0730589416 -2.159601e-01
## 1954 -7.995530e-01 -3.558120e-01 0.0046448950 -0.0647664623 -2.153717e-01
## 1955 -7.875079e-01 -3.516886e-01 0.0354402547 -0.0650864801 -2.512061e-01
## 1956 -8.575702e-01 -3.514318e-01 -0.0476991999 -0.0969652834 -2.868615e-01
## 1957 -8.598536e-01 -3.440587e-01 -0.0433869693 -0.1010901014 -2.960349e-01
## 1958 -8.829604e-01 -3.563556e-01 -0.0169559427 -0.0841455684 -3.385576e-01
## 1959 -9.210892e-01 -3.687894e-01 -0.0309563195 -0.1209691057 -3.366951e-01
## 1960 -8.812550e-01 -4.004667e-01 -0.0710566957 -0.1245037635 -3.236632e-01
## 1961 -8.924145e-01 -3.903123e-01 -0.0598702819 -0.1159989750 -3.487854e-01
## 1962 -8.868801e-01 -4.378065e-01 -0.0728919989 -0.1107810513 -3.554143e-01
## 1963 -8.753887e-01 -4.353242e-01 -0.0638927827 -0.0602031405 -3.389666e-01
## 1964 -8.637471e-01 -5.180663e-01 0.0245183955 -0.0859390884 -4.127218e-01
## 1965 -9.245764e-01 -6.752878e-01 0.0187348484 -0.0653130641 -3.096865e-01
## 1966 -8.882921e-01 -4.705570e-01 0.0822148900 -0.0482445374 -5.342303e-01
## 1967 -8.899922e-01 -4.687261e-01 0.0853194152 -0.0444912162 -5.459075e-01
## 1968 -9.184261e-01 -5.039620e-01 0.1276788686 -0.0404637850 -5.181328e-01
## 1969 -1.052333e+00 -4.669149e-01 -0.0797572482 -0.0412706088 -5.494286e-01
## 1970 -1.052433e+00 -5.028670e-01 -0.0251793009 -0.0167246123 -5.609100e-01
## 1971 -1.160303e+00 -6.529557e-01 0.0100151335 0.0725627507 -5.003438e-01
## 1972 -1.142473e+00 -6.562634e-01 -0.0043529643 0.0369467169 -4.792493e-01
## 1973 -1.163775e+00 -6.192764e-01 -0.0148072718 0.0342978727 -5.547824e-01
## 1974 -1.279226e+00 -7.347657e-01 -0.0195284234 0.0768625113 -5.138143e-01
## 1975 -1.334873e+00 -7.012774e-01 -0.1249356886 0.0529667950 -5.175771e-01
## 1976 -1.273902e+00 -9.434014e-01 -0.0296122151 0.1068892525 -3.979819e-01
## 1977 -1.292475e+00 -9.267114e-01 -0.0460952931 0.1051379734 -4.540990e-01
## 1978 -1.230381e+00 -1.083204e+00 0.0681609929 0.1008166749 -5.176552e-01
## 1979 -1.240172e+00 -1.092335e+00 0.0356237406 0.0898128734 -5.640295e-01
## 1980 -1.322749e+00 -1.182848e+00 0.1024937677 -0.2635715610 -7.525761e-01
## 1981 -1.306595e+00 -1.193112e+00 0.0973620247 -0.2344487595 -7.652968e-01
## 1982 -1.566221e+00 -1.083206e+00 0.1405613677 -0.1025672700 -2.706276e-01
## 1983 -1.573872e+00 -1.117192e+00 0.1514725371 -0.0808636273 -2.673144e-01
## 1984 -1.584294e+00 -1.055592e+00 0.1425598154 -0.1755288735 -3.286232e-01
## 1985 -1.584439e+00 -1.053681e+00 0.1420074572 -0.1768129233 -3.316944e-01
## 1986 -1.660343e+00 -1.129326e+00 0.0339055989 -0.1016386394 -3.196998e-01
## 1987 -1.677439e+00 -1.162022e+00 0.0562159363 -0.0686357929 -3.303372e-01
## 1988 -1.603138e+00 -1.081953e+00 -0.1439770897 -0.0557710434 -3.650796e-01
## 1989 -1.605790e+00 -1.089552e+00 -0.1409005939 -0.0326092184 -3.588167e-01
## 1990 -1.736371e+00 -1.152668e+00 -0.2344795910 0.1045891843 -2.698529e-01
## 1991 -1.746956e+00 -1.214175e+00 -0.2425624538 0.0955775712 -2.889653e-01
## 1992 -1.614602e+00 -1.540799e+00 -0.1659433772 0.2951424891 -2.487991e-01
## 1993 -1.637475e+00 -1.549079e+00 -0.1703993014 0.1917636478 -2.728024e-01
## 1994 -1.675536e+00 -1.517249e+00 -0.2645879935 0.1955064657 -2.539001e-01
## 1995 -1.679046e+00 -1.511251e+00 -0.2592606354 0.1993635874 -2.728293e-01
## 1996 -1.389480e+00 -1.668604e+00 -0.1852022321 0.4417721790 7.100899e-02
## 1997 -1.394617e+00 -1.668260e+00 -0.1293532887 0.5340211865 5.857809e-02
## 1998 -1.033611e+00 -1.584771e+00 -0.0355091645 0.4889227522 -7.690648e-02
## 1999 -1.048947e+00 -1.595978e+00 -0.0248956109 0.4856381650 -9.438615e-02
## 2000 -2.611591e-01 -2.221603e+00 0.4326885124 0.2330279895 -1.664790e-01
## 2001 -1.575741e-01 -2.141619e+00 0.4168029099 0.2576577877 -1.720936e-01
## 2002 -4.340500e-02 -1.968748e+00 0.7765189267 0.6152317217 -2.518608e-01
## 2003 1.030298e-02 -1.963123e+00 0.7728863829 0.6173409420 -2.373260e-01
## 2004 -4.328357e-01 -1.369705e+00 1.6207511923 0.6229410664 1.108018e-01
## 2005 -1.215602e-01 -1.556720e+00 2.1812681213 0.5012528899 8.671912e-02
## 2006 -2.029160e-01 -1.424348e+00 2.1844164817 0.2592696283 -4.171236e-02
## 2007 -1.668007e-01 -1.325252e+00 2.1487806762 0.2106173016 -9.159831e-02
## 2008 -2.429373e-01 -1.351272e+00 2.1442964308 0.2106806873 1.141520e-03
## 2009 -2.580762e-01 -1.393128e+00 2.1377357865 0.2241225184 1.663006e-04
## 2010 4.996520e-02 -1.367498e+00 2.4381971688 0.3616354126 1.549822e-01
## 2011 1.003219e-01 -1.313252e+00 2.4736670744 0.2410171860 6.405935e-02
## 2012 3.316351e-02 -1.285010e+00 2.4920473572 0.2549016295 5.443890e-02
## 2013 -4.289012e-03 2.448327e-01 0.5882114036 0.1887935885 -6.079169e-01
## 2014 -8.701999e-03 4.925508e-01 0.5157803442 0.1000274012 -9.038544e-01
## 2015 -8.928673e-03 4.951695e-01 0.5154115917 0.0982236382 -9.073520e-01
## 2016 -5.135506e-02 4.117863e-01 0.5271814777 0.0785586078 -9.111029e-01
## 2017 -5.232474e-02 4.140933e-01 0.5280585510 0.0769503183 -9.137826e-01
## 2018 -6.046687e-02 4.069452e-01 0.5195764670 0.0614601630 -9.150042e-01
## 2019 5.194763e-01 -8.295770e-02 -0.3561002190 -0.3929903141 2.771571e-01
## 2020 4.054948e-01 -8.677614e-02 -0.4342895549 -0.4143282436 1.004348e-01
## 2021 3.258712e-01 -2.431228e-02 -0.5346413794 -0.4436448330 1.756666e-01
## 2022 4.081699e-01 -5.422517e-02 -0.4342271113 -0.4588838946 1.562429e-01
## 2023 -5.673915e-01 -1.568460e+00 0.1580199789 -2.9881113722 -2.779767e-01
## 2024 -7.140797e-01 -1.601241e+00 0.1315877653 -2.8259610548 -4.804335e-01
## 2025 -8.430437e-01 -1.497040e+00 0.1324149174 -2.5457813322 -7.529453e-01
## 2026 -8.847917e-01 -1.511387e+00 0.1161302588 -2.5103798699 -7.804729e-01
## 2027 -9.114663e-01 -1.504165e+00 0.1618275963 -2.5099727687 -8.038139e-01
## 2028 -9.268859e-01 -1.469349e+00 0.0911409021 -2.5476007901 -8.129738e-01
## 2029 -9.269982e-01 -1.466786e+00 0.0994157882 -2.5374656883 -8.455101e-01
## 2030 -9.166812e-01 -1.463670e+00 0.0525268266 -2.5753590210 -8.899222e-01
## 2031 -1.056641e+00 -1.390955e+00 0.0675971228 -2.3234799817 -1.156983e+00
## 2032 -1.069536e+00 -1.517531e+00 0.0794167318 -2.3209071880 -1.015606e+00
## 2033 -1.038236e+00 -1.543040e+00 0.0856318740 -2.2337509085 -8.842297e-01
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## 2444 5.367995e-01 -3.510279e-01 0.8352731701 -0.4350317421 -4.744842e-01
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## 2452 4.523230e-01 -3.534943e-01 0.7952297233 -0.6635115580 -4.927147e-01
## 2453 4.226352e-01 -3.730126e-01 0.6810278006 -0.6291549612 -4.892729e-01
## 2454 4.901607e-01 -3.018546e-01 0.6993605938 -0.7078296303 -5.660873e-01
## 2455 6.140777e-01 -1.539859e-01 0.6649918826 -0.7213035105 -6.107864e-01
## 2456 6.268781e-01 -1.656609e-01 0.7102822620 -0.6910880740 -6.144366e-01
## 2457 6.078989e-01 -1.708585e-01 0.6958811670 -0.6621281528 -6.686106e-01
## 2458 6.200220e-01 -2.167889e-01 0.6437623249 -0.6909133470 -6.900389e-01
## 2459 6.475766e-01 -2.953519e-01 0.6390232915 -0.6188873198 -7.104073e-01
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## 2473 8.544459e-01 -2.331183e+00 -1.1413906545 2.1540422832 -6.237938e-01
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## 2517 -3.030849e-01 -4.220862e-01 0.3317877070 0.7416164077 8.344378e-01
## 2518 -2.990984e-01 -8.400182e-02 0.2361821000 0.7401354093 9.444338e-01
## 2519 -2.264042e-01 -7.945899e-02 0.1916163389 0.6751189205 1.006375e+00
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## 2533 3.923706e-01 -8.492647e-01 -0.6261396158 0.8324628062 5.882035e-01
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## 2536 6.018694e-01 -9.683932e-01 -0.5005921209 0.5718081858 7.119342e-01
## 2537 6.288057e-01 -9.579428e-01 -0.4856570807 0.4224330782 6.419440e-01
## 2538 6.271753e-01 -9.500248e-01 -0.4833450122 0.4167454990 6.358556e-01
## 2539 2.541696e-01 -6.598529e-01 -0.4483724438 0.4468453235 1.135837e+00
## 2540 3.936659e-01 -6.357045e-01 -0.5395119502 0.2686769523 1.081744e+00
## 2541 3.061219e-01 -4.871392e-01 -0.4959544362 0.0651463469 8.272127e-01
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## 2543 3.625893e-01 -4.152252e-01 -0.4700168169 -0.0730520787 7.350527e-01
## 2544 3.763591e-01 -4.033863e-01 -0.4393625325 -0.1553484582 7.169490e-01
## 2545 3.798770e-01 -4.114479e-01 -0.4455145798 -0.1605939484 7.080469e-01
## 2546 7.949769e-01 -4.228396e-01 -0.2409080050 -0.0771915946 5.603259e-01
## 2547 8.891937e-01 -1.651549e-01 -0.1899550073 -0.5248921992 2.846145e-01
## 2548 1.007454e+00 -3.808097e-02 -0.1929563380 -0.6018081767 2.397150e-01
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## 2550 1.011643e+00 -2.391557e-02 -0.1419509689 -0.7016416258 1.824201e-01
## 2551 1.096387e+00 -1.718413e-02 -0.1428320926 -0.8984268243 2.458312e-01
## 2552 1.067612e+00 6.590473e-02 -0.1707057862 -0.9620034094 2.062349e-01
## 2553 1.071849e+00 9.296294e-02 -0.1304532519 -1.0967898860 1.397107e-01
## 2554 1.137068e+00 1.834666e-01 0.0698220680 -1.6147060297 1.167130e-02
## 2555 1.144514e+00 1.481327e-01 0.0552635725 -1.5998781812 1.858154e-02
## 2556 1.198913e+00 1.138479e-01 0.0287622599 -1.4554905820 6.684501e-02
## 2557 1.382982e+00 3.137228e-01 0.5779515227 -2.7211947008 -8.022458e-02
## 2558 1.334669e+00 2.823875e-01 0.5518178347 -2.7200577141 -1.766310e-02
## 2559 1.342798e+00 2.151963e-01 0.5326890078 -2.6701388394 2.073047e-02
## 2560 7.091249e-02 1.669512e-01 0.7486940572 0.2251639828 -6.835268e-01
## 2561 4.085315e-01 -1.282436e-01 -0.1065886823 -0.1815364524 4.747141e-01
## 2562 3.247462e-01 1.629726e-01 -0.3238215194 -0.2271848452 1.232707e-01
## 2563 3.146839e-01 1.783835e-01 -0.3120805520 -0.2196622396 9.750999e-02
## 2564 2.761714e-01 2.193225e-01 -0.2931757526 -0.2107246939 -3.951900e-03
## 2565 2.741606e-01 1.806916e-01 -0.1787373286 -0.1935572053 5.531767e-02
## 2566 2.712430e-01 1.841218e-01 -0.1739337834 -0.1895248934 4.061929e-02
## 2567 1.659615e-01 1.730853e-01 -0.2628690428 -0.0549472257 -1.406079e-01
## 2568 1.720478e-01 1.415689e-01 -0.2177511729 -0.0240755392 -1.395347e-01
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## 2570 -1.662262e-03 3.026326e-01 -0.3376635132 0.0690524352 -4.049456e-01
## 2571 1.021762e-01 1.557703e-01 -0.3470319695 0.0273347878 -3.033110e-01
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## 2573 5.440486e-02 -2.667297e-02 -0.2380901885 0.0253991025 -3.604213e-01
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## 2575 -2.834601e-02 -1.319090e-01 -0.1211479648 0.1935356786 -3.548699e-01
## 2576 -8.389430e-02 -9.479359e-02 -0.2270032475 0.1685407809 -3.641354e-01
## 2577 -1.123866e-01 -1.302351e-01 -0.2099218082 0.1620146377 -3.900028e-01
## 2578 2.136108e-01 -7.999718e-02 -0.1323098525 0.1824878500 -4.406071e-01
## 2579 2.198677e-01 6.148360e-03 -0.1447335500 0.1536852444 -3.794203e-01
## 2580 1.914148e-01 2.579714e-02 -0.2084164205 0.1870657770 -4.247596e-01
## 2581 1.749354e-01 1.656323e-02 -0.2325215349 0.1677883954 -4.712467e-01
## 2582 8.480313e-02 6.443494e-02 -0.2164121635 0.0605002700 -5.593618e-01
## 2583 2.744304e-02 1.317478e-01 -0.2061625619 0.0524872373 -5.557804e-01
## 2584 5.114811e-02 1.532476e-01 -0.2072239539 0.1012982707 -5.305444e-01
## 2585 5.879790e-03 1.931739e-01 -0.1965482218 0.0902526164 -5.009011e-01
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## 2587 -5.642452e-02 2.322460e-01 -0.2264402871 0.1143477925 -6.294935e-01
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## 2589 1.840421e-01 1.955294e-01 -0.4031760493 -0.0733146487 -4.342289e-01
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## 2610 4.959221e-01 6.059689e-01 -0.4368728736 0.6234938810 -9.127129e-02
## 2611 5.837928e-01 5.996711e-01 -0.6363538536 0.4903218503 2.353280e-02
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## PC36 PC37
## 1 3.042986e-01 0.0371759022
## 2 -4.137025e-01 -0.1338752827
## 3 -4.463224e-01 -0.1623800062
## 4 -3.862380e-01 -0.2541737928
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## 1834 1.492942e-01 -0.4623544989
## 1835 1.398694e-01 -0.4609972461
## 1836 1.307211e-01 -0.4865153133
## 1837 1.367843e-01 -0.4449857398
## 1838 1.375235e-01 -0.4462295899
## 1839 1.985874e-01 -0.5173300923
## 1840 1.905233e-01 -0.4713389619
## 1841 1.760904e-01 -0.4951529239
## 1842 1.712189e-01 -0.4902845964
## 1843 -1.632726e-01 -0.3163415994
## 1844 -1.808518e-01 -0.3059899802
## 1845 -2.637505e-01 -0.1629915420
## 1846 -3.685482e-01 -0.0502465433
## 1847 -6.815130e-01 -0.1323202252
## 1848 -6.567103e-01 -0.1227660613
## 1849 -6.582260e-01 -0.1223552536
## 1850 -7.143596e-01 -0.2030431257
## 1851 -7.357294e-01 -0.0449493001
## 1852 -7.389055e-01 -0.0467299869
## 1853 -7.758314e-01 -0.0135000664
## 1854 -7.931808e-01 0.0180008487
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## 1856 -6.843981e-01 -0.2886683973
## 1857 -8.093432e-01 -0.1271888548
## 1858 -7.574781e-01 -0.2222943544
## 1859 -7.636846e-01 -0.2217073905
## 1860 -7.747077e-01 -0.2651340978
## 1861 -1.147873e+00 -0.4819628013
## 1862 -1.181511e+00 -0.4476440613
## 1863 -1.182944e+00 -0.4472619133
## 1864 -1.218765e+00 -0.4855155497
## 1865 -1.133197e+00 -0.5450808233
## 1866 -1.139569e+00 -0.4798164635
## 1867 -1.211590e+00 -0.4246281185
## 1868 -1.290821e+00 -0.5148569494
## 1869 -1.322690e+00 -0.4943269052
## 1870 -1.318501e+00 -0.6117712745
## 1871 -1.280260e+00 -0.5861873884
## 1872 -1.281693e+00 -0.5858052404
## 1873 -1.356951e+00 -0.6629417620
## 1874 -1.568199e+00 -0.5463658010
## 1875 -1.528269e+00 -0.5560502130
## 1876 -1.556292e+00 -0.5716957307
## 1877 -1.605783e+00 -0.6251300765
## 1878 -1.609331e+00 -0.6250489820
## 1879 -1.487710e+00 -0.6297904993
## 1880 -1.490228e+00 -0.7336524368
## 1881 -1.554568e+00 -0.6798038023
## 1882 -1.546657e+00 -0.6485693245
## 1883 -1.587136e+00 -0.5372664884
## 1884 -1.644036e+00 -0.5682084874
## 1885 -1.594243e+00 -0.4202904280
## 1886 -1.731236e+00 -0.3046421191
## 1887 -1.754857e+00 -0.2540593850
## 1888 -1.686232e+00 -0.3587232002
## 1889 -1.678882e+00 -0.3549581921
## 1890 -1.683296e+00 -0.2088999258
## 1891 -1.421015e+00 0.2094923235
## 1892 -1.548222e+00 0.3515692344
## 1893 -1.340224e+00 0.2372522542
## 1894 -1.380115e+00 0.2083120503
## 1895 -1.482007e+00 0.1978300025
## 1896 -1.578538e+00 0.2366755956
## 1897 -1.540590e+00 0.2192713252
## 1898 -1.402489e+00 0.0707377003
## 1899 -1.310886e+00 -0.0376758928
## 1900 -1.339410e+00 -0.0288610183
## 1901 -1.242844e+00 -0.1696073360
## 1902 -1.159347e+00 -0.3530921910
## 1903 -1.207453e+00 -0.3137504619
## 1904 -8.641758e-01 -0.6672414403
## 1905 -8.687798e-01 -0.6624662571
## 1906 -8.397989e-01 -0.7208855542
## 1907 -7.857392e-01 -0.4930143003
## 1908 -7.832241e-01 -0.3199410005
## 1909 -5.942198e-01 -0.2570202845
## 1910 -9.858312e-01 0.1431764103
## 1911 -8.177114e-01 -0.1504414716
## 1912 -8.829942e-01 -0.0231042367
## 1913 -9.215133e-01 -0.0012877305
## 1914 -9.657358e-01 0.0288467935
## 1915 -1.103535e+00 0.0321686318
## 1916 -1.209376e+00 0.0762820736
## 1917 -4.027173e-01 0.0068148649
## 1918 2.695243e-01 -0.5794674841
## 1919 -1.258928e-01 -0.1688210829
## 1920 -6.990778e-02 -0.1899814265
## 1921 -1.732356e-02 -0.1378784835
## 1922 -8.324765e-02 -0.1363403908
## 1923 -1.207824e-01 -0.1330445618
## 1924 -4.929638e-02 -0.4204891721
## 1925 1.732753e-02 -0.5399385024
## 1926 7.018792e-02 -0.4488407449
## 1927 -8.152810e-02 -0.2870869101
## 1928 -1.093808e-01 -0.2119616008
## 1929 -1.127880e-01 -0.2129776963
## 1930 1.284292e-01 -0.1910939557
## 1931 2.510344e-01 -0.1518962460
## 1932 3.827107e-01 -0.3090546398
## 1933 3.315152e-01 -0.2296206194
## 1934 2.339555e-01 -0.0418412179
## 1935 3.476231e-01 -0.0488650050
## 1936 3.595526e-01 -0.0730886129
## 1937 3.855038e-01 0.0675035702
## 1938 5.935358e-01 0.3138762431
## 1939 5.450535e-01 0.3663204571
## 1940 5.775634e-01 0.2024521839
## 1941 5.893116e-01 0.2167663172
## 1942 5.457927e-01 0.1478594626
## 1943 5.514038e-01 0.1423273534
## 1944 5.336883e-01 0.1734311648
## 1945 5.303024e-01 0.1731257984
## 1946 3.495905e-01 0.0699660339
## 1947 3.508913e-01 0.1473927233
## 1948 2.164959e-01 0.2472844916
## 1949 2.065068e-01 0.2397695813
## 1950 1.886976e-01 0.3164964099
## 1951 2.188204e-01 0.2133021160
## 1952 1.834921e-01 0.2319733202
## 1953 2.361840e-01 0.2210662322
## 1954 3.290588e-01 0.2631735736
## 1955 3.099774e-01 0.2562732609
## 1956 3.400566e-01 0.3413816214
## 1957 3.361051e-01 0.3449423385
## 1958 3.045404e-01 0.3700382299
## 1959 1.866031e-01 0.1631892031
## 1960 2.328298e-01 0.1362573556
## 1961 2.165041e-01 0.1547402782
## 1962 2.346170e-01 0.1463979172
## 1963 2.862646e-01 0.1231824690
## 1964 2.797644e-01 0.1725693777
## 1965 2.866259e-01 0.1514538442
## 1966 2.425159e-01 0.0418036586
## 1967 2.374011e-01 0.0440351111
## 1968 2.775148e-01 -0.0194078785
## 1969 3.883107e-01 0.1188239940
## 1970 3.772725e-01 0.1714346780
## 1971 2.616322e-01 0.3761026934
## 1972 2.864765e-01 0.3349440025
## 1973 2.474314e-01 0.3668525719
## 1974 2.400664e-01 0.2957576153
## 1975 2.924340e-01 0.3503335376
## 1976 3.989857e-01 0.3395423389
## 1977 3.557978e-01 0.3651509521
## 1978 1.682874e-01 0.3265159027
## 1979 1.520201e-01 0.3387033400
## 1980 3.857954e-01 0.2459250785
## 1981 4.238929e-01 0.3029829612
## 1982 3.411625e-01 0.2358621679
## 1983 3.720421e-01 0.2200091778
## 1984 4.076545e-01 0.1330822377
## 1985 4.060426e-01 0.1320205784
## 1986 4.955116e-01 0.1237632208
## 1987 4.923843e-01 0.1252880887
## 1988 5.643408e-01 0.0152330963
## 1989 5.913468e-01 -0.0015829786
## 1990 4.284822e-01 0.2520562901
## 1991 4.172851e-01 0.2537156592
## 1992 3.520911e-01 0.0895751057
## 1993 4.221159e-01 -0.0147130482
## 1994 4.886161e-01 0.0275426101
## 1995 4.801523e-01 0.0327232906
## 1996 9.878761e-01 0.2564624386
## 1997 1.029136e+00 0.4133444076
## 1998 8.215540e-01 0.2331934389
## 1999 7.935198e-01 0.2391939528
## 2000 1.664873e-01 -0.5863776822
## 2001 1.120101e-01 -0.5861667069
## 2002 6.512049e-01 -0.2213934882
## 2003 7.208904e-01 -0.1755362865
## 2004 9.899677e-01 -0.3562070100
## 2005 5.984406e-01 -0.6220549730
## 2006 7.064801e-01 -0.7309487332
## 2007 8.066064e-01 -0.7834852010
## 2008 7.885304e-01 -0.8472623779
## 2009 8.077465e-01 -0.8487637000
## 2010 1.077406e+00 -0.3973452605
## 2011 1.169206e+00 -0.5050017413
## 2012 1.093105e+00 -0.4919161835
## 2013 -3.253113e-01 0.7609574575
## 2014 -7.676819e-01 0.8442131444
## 2015 -7.690461e-01 0.8427875823
## 2016 -7.911760e-01 0.8416655404
## 2017 -7.921962e-01 0.8413485423
## 2018 -8.045363e-01 0.8396610758
## 2019 4.340288e-01 -0.3946994056
## 2020 2.378088e-01 -0.1546532399
## 2021 2.921087e-01 -0.1589492027
## 2022 3.343711e-01 -0.1339626334
## 2023 -1.572444e-01 -0.1056230898
## 2024 -4.390859e-02 -0.2675389449
## 2025 1.547973e-01 -0.3922635252
## 2026 1.249483e-01 -0.3329865935
## 2027 1.046505e-01 -0.3414225080
## 2028 8.438585e-02 -0.4788666330
## 2029 7.493490e-02 -0.4778379681
## 2030 4.608987e-02 -0.5191106937
## 2031 1.721961e-01 -0.7705115634
## 2032 1.575529e-01 -0.6995719630
## 2033 2.495469e-01 -0.7045497324
## 2034 2.327174e-01 -0.7705368201
## 2035 1.872541e-01 -0.7588365720
## 2036 1.839590e-01 -0.7525408669
## 2037 1.723132e-01 -0.8584088038
## 2038 1.817629e-01 -0.8639749719
## 2039 1.840640e-01 -0.8615315827
## 2040 1.252673e-01 -0.8013685037
## 2041 1.133063e-01 -0.7708441049
## 2042 1.065120e-01 -0.7647754014
## 2043 1.284236e-02 -0.5197556837
## 2044 -2.490485e-02 -0.5565025216
## 2045 -1.990278e-02 -0.5581976826
## 2046 -4.367938e-02 -0.5849712799
## 2047 2.950073e-02 -0.2806070790
## 2048 9.466197e-03 -0.2459948162
## 2049 -4.984924e-02 -0.2784045329
## 2050 2.716576e-02 -0.2400835866
## 2051 -5.210497e-02 -0.1213789684
## 2052 -2.188949e-01 -0.0304562849
## 2053 -2.308211e-01 -0.0177875122
## 2054 4.095512e-02 0.4281500328
## 2055 7.972143e-03 0.4803424297
## 2056 -2.316489e-03 0.4988952925
## 2057 -4.154614e-02 0.5620329876
## 2058 -1.327345e-01 0.5143189094
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## 2061 -1.645300e-01 0.2759152559
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## 2096 -1.528172e+00 -1.0157101187
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## 2100 -6.368122e-01 0.8120436041
## 2101 -6.502020e-01 0.8192768547
## 2102 4.482080e-01 -0.8202911182
## 2103 4.805358e-01 -0.7332894931
## 2104 4.387707e-01 -0.7992980399
## 2105 4.474956e-01 -0.8014125057
## 2106 4.475018e-01 -0.8031237194
## 2107 3.085514e-01 -0.5186880168
## 2108 4.049802e-01 -0.5779501348
## 2109 2.463555e-01 -0.5939687134
## 2110 2.560763e-01 -0.5982374481
## 2111 1.531066e-01 -0.6859860995
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## 2113 7.071352e-02 -0.6802621764
## 2114 6.810695e-02 -0.6320494657
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## 2158 -1.723285e+00 0.4835356584
## 2159 -1.753074e+00 0.4843565636
## 2160 -1.771351e+00 0.4772041053
## 2161 -1.792367e+00 0.5075498049
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## 2652 -4.127737e-01 -0.4462799530
## 2653 -4.499749e-01 -0.5018922732
## 2654 -4.436594e-01 -0.4930841567
## 2655 -5.974016e-01 -0.5122342046
## 2656 -7.564002e-01 -0.5307391365
## 2657 -9.873758e-01 -0.5735804862
## 2658 -1.209030e+00 -0.5880080850
## 2659 -1.488925e+00 -0.5645430564
## 2660 -1.506816e+00 -0.5394567771
## 2661 -1.561035e+00 -0.4537168008
## 2662 -4.910267e-01 0.8378464600
## 2663 -9.572133e-02 0.1468541157
## 2664 -1.592522e-01 0.1688073700
## 2665 4.756973e-02 -0.1196516479
## 2666 7.426764e-02 -0.0321495894
## 2667 7.656888e-02 -0.0318477299
## 2668 1.348317e-01 -0.1955913551
## 2669 2.318352e-01 -0.3422069079
## 2670 2.301254e-01 -0.3418005767
## 2671 3.260199e-01 -0.0945846765
## 2672 2.938354e-01 -0.0688773653
## 2673 5.482540e-01 -0.4173854847
## 2674 5.995554e-01 -0.3586021724
## 2675 6.112237e-01 -0.3747405733
## 2676 5.605514e-01 -0.4044741894
## 2677 5.027945e-01 -0.4698876470
## 2678 4.588278e-01 -0.4558550116
## 2679 4.121086e-01 -0.5977733963
## 2680 6.454778e-01 -0.5969244152
## 2681 6.862031e-01 -0.5837818284
## 2682 7.070842e-01 -0.5751296621
## 2683 7.874894e-01 -0.1531945859
## 2684 8.773925e-01 -0.2025128077
## 2685 9.089279e-01 -0.2435501959
## 2686 8.203161e-01 -0.2445894915
## 2687 7.454588e-01 -0.1915186700
## 2688 7.149230e-01 -0.2389778798
## 2689 6.840750e-01 -0.1860559856
## 2690 6.701686e-01 -0.1844582961
## 2691 6.038508e-01 -0.0646212884
## 2692 5.963863e-01 0.0158363873
## 2693 6.018697e-01 0.0797209113
## 2694 6.602542e-01 0.1585220281
## 2695 6.859188e-01 0.2634555828
## 2696 6.275951e-01 0.2765312001
## 2697 5.031759e-01 0.4195945325
## 2698 4.959332e-01 0.4206094506
## 2699 5.024949e-01 0.2126874730
## 2700 5.026938e-01 0.2335356844
## 2701 5.123888e-01 0.2298264588
## 2702 4.963482e-01 0.2381584636
## [ reached 'max' / getOption("max.print") -- omitted 53425 rows ]pca_scores$result <- cleaned_data2$resulttree_model_pca <- rpart(
result ~ .,
data = pca_scores,
method = "class"
)fancyRpartPlot(tree_model_pca)
summary(tree_model_pca)## Call:
## rpart(formula = result ~ ., data = pca_scores, method = "class")
## n= 56127
##
## CP nsplit rel error xerror xstd
## 1 0.04693705 0 1.0000000 1.0000000 0.003667940
## 2 0.02989462 2 0.9061259 0.9071891 0.003702059
## 3 0.01837143 3 0.8762313 0.8773257 0.003704171
## 4 0.01569780 6 0.8179118 0.8199443 0.003696179
## 5 0.01000000 7 0.8022140 0.8044654 0.003691299
##
## Variable importance
## PC7 PC4 PC3 PC2 PC5 PC8 PC6 PC9 PC12 PC28 PC13 PC1 PC34 PC16
## 27 22 18 9 7 6 2 1 1 1 1 1 1 1
##
## Node number 1: 56127 observations, complexity param=0.04693705
## predicted class=1 expected loss=0.5697614 P(node) =1
## class counts: 15391 24148 16588
## probabilities: 0.274 0.430 0.296
## left son=2 (20003 obs) right son=3 (36124 obs)
## Primary splits:
## PC7 < 0.3887406 to the right, improve=1150.2120, (0 missing)
## PC2 < -0.0162301 to the right, improve=1068.7520, (0 missing)
## PC4 < 1.642927 to the left, improve=1033.8450, (0 missing)
## PC3 < 1.453328 to the left, improve= 606.7016, (0 missing)
## PC5 < 0.08367423 to the left, improve= 423.2552, (0 missing)
## Surrogate splits:
## PC4 < -3.025683 to the left, agree=0.654, adj=0.030, (0 split)
## PC34 < -1.398404 to the left, agree=0.651, adj=0.022, (0 split)
## PC16 < 2.230014 to the right, agree=0.650, adj=0.017, (0 split)
## PC28 < 2.076396 to the right, agree=0.648, adj=0.014, (0 split)
## PC12 < -2.420966 to the left, agree=0.648, adj=0.013, (0 split)
##
## Node number 2: 20003 observations
## predicted class=1 expected loss=0.4183372 P(node) =0.3563882
## class counts: 4694 11635 3674
## probabilities: 0.235 0.582 0.184
##
## Node number 3: 36124 observations, complexity param=0.04693705
## predicted class=2 expected loss=0.6425091 P(node) =0.6436118
## class counts: 10697 12513 12914
## probabilities: 0.296 0.346 0.357
## left son=6 (27137 obs) right son=7 (8987 obs)
## Primary splits:
## PC3 < 0.8927632 to the left, improve=800.6849, (0 missing)
## PC4 < 1.753002 to the left, improve=748.1537, (0 missing)
## PC2 < -0.2122941 to the right, improve=641.0295, (0 missing)
## PC5 < 0.1100186 to the left, improve=415.6164, (0 missing)
## PC6 < -1.261385 to the right, improve=334.4047, (0 missing)
## Surrogate splits:
## PC7 < -2.686582 to the right, agree=0.759, adj=0.032, (0 split)
## PC8 < 2.807255 to the left, agree=0.758, adj=0.029, (0 split)
## PC13 < -2.115106 to the right, agree=0.756, adj=0.019, (0 split)
## PC34 < 1.906183 to the left, agree=0.756, adj=0.018, (0 split)
## PC16 < 2.274761 to the left, agree=0.755, adj=0.013, (0 split)
##
## Node number 6: 27137 observations, complexity param=0.02989462
## predicted class=1 expected loss=0.6165752 P(node) =0.4834928
## class counts: 8928 10405 7804
## probabilities: 0.329 0.383 0.288
## left son=12 (25011 obs) right son=13 (2126 obs)
## Primary splits:
## PC4 < 1.753697 to the left, improve=347.5850, (0 missing)
## PC2 < 0.06000819 to the right, improve=325.6698, (0 missing)
## PC5 < -0.6040961 to the left, improve=279.1464, (0 missing)
## PC3 < -2.796903 to the left, improve=201.4020, (0 missing)
## PC7 < -0.7297295 to the right, improve=130.5278, (0 missing)
## Surrogate splits:
## PC6 < -3.71159 to the right, agree=0.924, adj=0.031, (0 split)
## PC34 < 2.817217 to the left, agree=0.923, adj=0.013, (0 split)
## PC24 < 3.307434 to the left, agree=0.922, adj=0.010, (0 split)
## PC16 < -4.459299 to the right, agree=0.922, adj=0.009, (0 split)
## PC26 < 2.832004 to the left, agree=0.922, adj=0.009, (0 split)
##
## Node number 7: 8987 observations, complexity param=0.0156978
## predicted class=2 expected loss=0.4314009 P(node) =0.160119
## class counts: 1769 2108 5110
## probabilities: 0.197 0.235 0.569
## left son=14 (2376 obs) right son=15 (6611 obs)
## Primary splits:
## PC4 < -0.4037234 to the left, improve=524.9789, (0 missing)
## PC2 < 0.1960127 to the right, improve=297.2221, (0 missing)
## PC12 < 0.1230579 to the left, improve=281.9545, (0 missing)
## PC5 < 1.190972 to the left, improve=200.7066, (0 missing)
## PC10 < 0.2376358 to the left, improve=197.9148, (0 missing)
## Surrogate splits:
## PC8 < -2.22402 to the left, agree=0.764, adj=0.106, (0 split)
## PC5 < -2.102654 to the left, agree=0.759, adj=0.088, (0 split)
## PC12 < -1.908281 to the left, agree=0.749, adj=0.051, (0 split)
## PC2 < 3.963199 to the right, agree=0.744, adj=0.031, (0 split)
## PC6 < 2.745827 to the right, agree=0.743, adj=0.029, (0 split)
##
## Node number 12: 25011 observations, complexity param=0.01837143
## predicted class=1 expected loss=0.5948982 P(node) =0.4456144
## class counts: 8304 10132 6575
## probabilities: 0.332 0.405 0.263
## left son=24 (11747 obs) right son=25 (13264 obs)
## Primary splits:
## PC2 < 0.06000819 to the right, improve=373.0677, (0 missing)
## PC5 < -0.4759305 to the left, improve=260.8725, (0 missing)
## PC4 < -1.928878 to the right, improve=222.8448, (0 missing)
## PC3 < -2.796903 to the left, improve=151.2635, (0 missing)
## PC8 < -0.4085831 to the left, improve=150.5813, (0 missing)
## Surrogate splits:
## PC4 < -0.09225747 to the right, agree=0.625, adj=0.202, (0 split)
## PC6 < 0.2887846 to the right, agree=0.595, adj=0.138, (0 split)
## PC1 < -1.71183 to the right, agree=0.587, adj=0.121, (0 split)
## PC28 < 0.08818348 to the right, agree=0.584, adj=0.114, (0 split)
## PC5 < 0.1994438 to the left, agree=0.578, adj=0.102, (0 split)
##
## Node number 13: 2126 observations
## predicted class=2 expected loss=0.4219191 P(node) =0.03787838
## class counts: 624 273 1229
## probabilities: 0.294 0.128 0.578
##
## Node number 14: 2376 observations
## predicted class=1 expected loss=0.5408249 P(node) =0.04233257
## class counts: 696 1091 589
## probabilities: 0.293 0.459 0.248
##
## Node number 15: 6611 observations
## predicted class=2 expected loss=0.3161398 P(node) =0.1177864
## class counts: 1073 1017 4521
## probabilities: 0.162 0.154 0.684
##
## Node number 24: 11747 observations
## predicted class=1 expected loss=0.5006385 P(node) =0.2092932
## class counts: 3839 5866 2042
## probabilities: 0.327 0.499 0.174
##
## Node number 25: 13264 observations, complexity param=0.01837143
## predicted class=2 expected loss=0.6582479 P(node) =0.2363212
## class counts: 4465 4266 4533
## probabilities: 0.337 0.322 0.342
## left son=50 (3481 obs) right son=51 (9783 obs)
## Primary splits:
## PC5 < -0.5111906 to the left, improve=240.3838, (0 missing)
## PC12 < -0.6763314 to the left, improve=133.4167, (0 missing)
## PC8 < -0.4242306 to the right, improve=129.4198, (0 missing)
## PC2 < -3.061135 to the right, improve=125.1104, (0 missing)
## PC3 < -2.731287 to the left, improve=120.8938, (0 missing)
## Surrogate splits:
## PC9 < 1.290079 to the right, agree=0.808, adj=0.267, (0 split)
## PC8 < 1.054611 to the right, agree=0.772, adj=0.130, (0 split)
## PC12 < 1.303121 to the right, agree=0.761, adj=0.088, (0 split)
## PC7 < -2.077889 to the left, agree=0.759, adj=0.080, (0 split)
## PC10 < -1.129988 to the left, agree=0.756, adj=0.070, (0 split)
##
## Node number 50: 3481 observations
## predicted class=0 expected loss=0.4794599 P(node) =0.06202006
## class counts: 1812 765 904
## probabilities: 0.521 0.220 0.260
##
## Node number 51: 9783 observations, complexity param=0.01837143
## predicted class=2 expected loss=0.6290504 P(node) =0.1743011
## class counts: 2653 3501 3629
## probabilities: 0.271 0.358 0.371
## left son=102 (5813 obs) right son=103 (3970 obs)
## Primary splits:
## PC8 < -0.4085831 to the right, improve=147.68030, (0 missing)
## PC4 < 0.04560423 to the left, improve=138.45440, (0 missing)
## PC2 < -3.166015 to the right, improve=108.50730, (0 missing)
## PC3 < -1.012441 to the left, improve= 84.62901, (0 missing)
## PC12 < -0.6319324 to the left, improve= 84.44571, (0 missing)
## Surrogate splits:
## PC13 < -0.3816984 to the right, agree=0.683, adj=0.218, (0 split)
## PC2 < -2.513041 to the right, agree=0.638, adj=0.108, (0 split)
## PC27 < 0.6369765 to the left, agree=0.630, adj=0.089, (0 split)
## PC19 < 1.080555 to the left, agree=0.629, adj=0.087, (0 split)
## PC22 < -0.8766439 to the right, agree=0.629, adj=0.085, (0 split)
##
## Node number 102: 5813 observations
## predicted class=1 expected loss=0.5597798 P(node) =0.1035687
## class counts: 1385 2559 1869
## probabilities: 0.238 0.440 0.322
##
## Node number 103: 3970 observations
## predicted class=2 expected loss=0.5566751 P(node) =0.07073245
## class counts: 1268 942 1760
## probabilities: 0.319 0.237 0.443set.seed(123)
trainset_pca_index <- sample(1:nrow(pca_scores), 0.7 * nrow(pca_scores))
trainset_pca <- pca_scores[trainset_pca_index, ]
testset_pca <- pca_scores[-trainset_pca_index, ]
tree_model_pca_train <- rpart(
result ~ .,
data = trainset_pca,
method = "class"
)
tree_model_pca_predictions <- predict(tree_model_pca_train, newdata = testset_pca, type = "class")conf_matrix_pca <- confusionMatrix(tree_model_pca_predictions, testset_pca$result)
print(conf_matrix_pca)## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1 2
## 0 564 233 265
## 1 3137 6366 2524
## 2 839 641 2270
##
## Overall Statistics
##
## Accuracy : 0.5464
## 95% CI : (0.5388, 0.5539)
## No Information Rate : 0.43
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.2551
##
## Mcnemar's Test P-Value : < 2.2e-16
##
## Statistics by Class:
##
## Class: 0 Class: 1 Class: 2
## Sensitivity 0.12423 0.8793 0.4487
## Specificity 0.95951 0.4103 0.8744
## Pos Pred Value 0.53107 0.5293 0.6053
## Neg Pred Value 0.74799 0.8184 0.7869
## Prevalence 0.26961 0.4300 0.3004
## Detection Rate 0.03349 0.3781 0.1348
## Detection Prevalence 0.06307 0.7142 0.2227
## Balanced Accuracy 0.54187 0.6448 0.6615cv_for_pca <- train(
result ~ .,
data = pca_scores,
method = "rpart"
)
print(cv_for_pca)## CART
##
## 56127 samples
## 37 predictor
## 3 classes: '0', '1', '2'
##
## No pre-processing
## Resampling: Bootstrapped (25 reps)
## Summary of sample sizes: 56127, 56127, 56127, 56127, 56127, 56127, ...
## Resampling results across tuning parameters:
##
## cp Accuracy Kappa
## 0.01837143 0.5138370 0.20613849
## 0.02989462 0.4927539 0.15196588
## 0.04693705 0.4660720 0.08855522
##
## Accuracy was used to select the optimal model using the largest value.
## The final value used for the model was cp = 0.01837143.grid_pca <- expand.grid(cp = seq(0.001, 0.02, by = 0.001))
cv_model_pca_grid <- train(result ~ ., data = trainset_pca, method = "rpart", tuneGrid = grid_pca, trControl = trainControl(method = "cv", number = 10))
print(cv_model_pca_grid)## CART
##
## 39288 samples
## 37 predictor
## 3 classes: '0', '1', '2'
##
## No pre-processing
## Resampling: Cross-Validated (10 fold)
## Summary of sample sizes: 35359, 35359, 35358, 35359, 35359, 35359, ...
## Resampling results across tuning parameters:
##
## cp Accuracy Kappa
## 0.001 0.6876914 0.5109495
## 0.002 0.6297596 0.4170741
## 0.003 0.5929799 0.3597154
## 0.004 0.5791333 0.3366093
## 0.005 0.5650075 0.3082747
## 0.006 0.5555133 0.2912244
## 0.007 0.5487683 0.2748284
## 0.008 0.5437544 0.2615644
## 0.009 0.5380017 0.2436222
## 0.010 0.5375436 0.2413029
## 0.011 0.5375436 0.2413029
## 0.012 0.5368309 0.2390013
## 0.013 0.5368309 0.2390013
## 0.014 0.5368309 0.2390013
## 0.015 0.5368309 0.2390013
## 0.016 0.5331659 0.2360309
## 0.017 0.5245365 0.2177868
## 0.018 0.5178426 0.2092484
## 0.019 0.5003054 0.1654002
## 0.020 0.4978111 0.1577291
##
## Accuracy was used to select the optimal model using the largest value.
## The final value used for the model was cp = 0.001.tree_model_weighted_pca <- rpart(
result ~ .,
data = trainset_pca,
method = "class",
parms = list(loss = matrix(c(0, 2, 2, 1, 0, 1, 1, 1, 0), nrow = 3)) # Adjust weights
)
tree_model_weighted_pca_predictions <- predict(tree_model_weighted_pca, newdata = testset_pca, type = "class")
conf_matrix_weighted_pca <- confusionMatrix(tree_model_weighted_pca_predictions, testset_pca$result)
print(conf_matrix_weighted_pca)## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1 2
## 0 0 0 0
## 1 2582 5525 1934
## 2 1958 1715 3125
##
## Overall Statistics
##
## Accuracy : 0.5137
## 95% CI : (0.5061, 0.5213)
## No Information Rate : 0.43
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.2186
##
## Mcnemar's Test P-Value : < 2.2e-16
##
## Statistics by Class:
##
## Class: 0 Class: 1 Class: 2
## Sensitivity 0.0000 0.7631 0.6177
## Specificity 1.0000 0.5295 0.6882
## Pos Pred Value NaN 0.5502 0.4597
## Neg Pred Value 0.7304 0.7477 0.8074
## Prevalence 0.2696 0.4300 0.3004
## Detection Rate 0.0000 0.3281 0.1856
## Detection Prevalence 0.0000 0.5963 0.4037
## Balanced Accuracy 0.5000 0.6463 0.6530fancyRpartPlot(tree_model_weighted_pca)
cv_model_weighted <- train(
result ~ .,
data = trainset_pca,
method = "rpart",
parms = list(loss = matrix(c(0, 2, 2, 1, 0, 1, 1, 1, 0), nrow = 3))
)
print(cv_model_weighted)## CART
##
## 39288 samples
## 37 predictor
## 3 classes: '0', '1', '2'
##
## No pre-processing
## Resampling: Bootstrapped (25 reps)
## Summary of sample sizes: 39288, 39288, 39288, 39288, 39288, 39288, ...
## Resampling results across tuning parameters:
##
## cp Accuracy Kappa
## 0.01711349 0.5079791 0.20352171
## 0.02980340 0.4995650 0.18071742
## 0.04577748 0.4661751 0.09145837
##
## Accuracy was used to select the optimal model using the largest value.
## The final value used for the model was cp = 0.01711349.tree_model_pca2 <- rpart(
result ~ .,
data = pca_scores,
method = "class",
control = rpart.control(cp = 0, minsplit = 20, maxdepth = 5)
)
fancyRpartPlot(tree_model_pca2)
cv_for_pca_2 <- train(
result ~ .,
data = trainset_pca,
method = "rpart",
control = rpart.control(cp = 0, minsplit = 20, maxdepth = 5)
)
print(cv_for_pca)## CART
##
## 56127 samples
## 37 predictor
## 3 classes: '0', '1', '2'
##
## No pre-processing
## Resampling: Bootstrapped (25 reps)
## Summary of sample sizes: 56127, 56127, 56127, 56127, 56127, 56127, ...
## Resampling results across tuning parameters:
##
## cp Accuracy Kappa
## 0.01837143 0.5138370 0.20613849
## 0.02989462 0.4927539 0.15196588
## 0.04693705 0.4660720 0.08855522
##
## Accuracy was used to select the optimal model using the largest value.
## The final value used for the model was cp = 0.01837143.grid_pca_all <- expand.grid(
cp = seq(0.001, 0.02, by = 0.002),
minsplit = c(10, 20, 30),
maxdepth = c(5, 10, 15)
)
train_control_pca <- trainControl(method = "cv", number = 10)
custom_rpart <- function(grid) {
rpart(
result ~ .,
data = trainset_pca,
control = rpart.control(cp = grid$cp, minsplit = grid$minsplit, maxdepth = grid$maxdepth),
method = "class"
)
}
results <- lapply(1:nrow(grid_pca_all), function(i) {
model <- custom_rpart(grid_pca_all[i, ])
predictions <- predict(model, newdata = testset_pca, type = "class")
accuracy <- mean(predictions == testset_pca$result)
data.frame(grid_pca_all[i, ], Accuracy = accuracy)
})
results_df <- do.call(rbind, results)
best_params <- results_df[which.max(results_df$Accuracy), ]
print(best_params)## cp minsplit maxdepth Accuracy
## 61 0.001 10 15 0.6861453tree_model_pca_grid <- rpart(
result ~ .,
data = trainset_pca,
method = "class",
control = rpart.control(cp = 0.001, minsplit = 10, maxdepth = 15)
)
tree_model_gridsearch_pca_predictions <- predict(tree_model_pca_grid, newdata = testset_pca, type = "class")
conf_matrix_gridsearch_pca <- confusionMatrix(tree_model_gridsearch_pca_predictions, testset_pca$result)
print(conf_matrix_gridsearch_pca)## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1 2
## 0 2275 526 406
## 1 1522 5879 1253
## 2 743 835 3400
##
## Overall Statistics
##
## Accuracy : 0.6861
## 95% CI : (0.6791, 0.6932)
## No Information Rate : 0.43
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.5087
##
## Mcnemar's Test P-Value : < 2.2e-16
##
## Statistics by Class:
##
## Class: 0 Class: 1 Class: 2
## Sensitivity 0.5011 0.8120 0.6721
## Specificity 0.9242 0.7109 0.8660
## Pos Pred Value 0.7094 0.6793 0.6830
## Neg Pred Value 0.8338 0.8337 0.8601
## Prevalence 0.2696 0.4300 0.3004
## Detection Rate 0.1351 0.3491 0.2019
## Detection Prevalence 0.1905 0.5139 0.2956
## Balanced Accuracy 0.7127 0.7615 0.7691fancyRpartPlot(tree_model_pca_grid)## Warning: labs do not fit even at cex 0.15, there may be some overplotting
# ROC Curve Calculation
roc_train <- roc(as.numeric(trainset_pca$result), predict(tree_model_pca_grid, trainset_pca, type = "prob")[, 2])## Warning in roc.default(as.numeric(trainset_pca$result),
## predict(tree_model_pca_grid, : 'response' has more than two levels. Consider
## setting 'levels' explicitly or using 'multiclass.roc' instead## Setting levels: control = 1, case = 2## Setting direction: controls < casesroc_test <- roc(as.numeric(testset_pca$result), predict(tree_model_pca_grid, testset_pca, type = "prob")[, 2])## Warning in roc.default(as.numeric(testset_pca$result),
## predict(tree_model_pca_grid, : 'response' has more than two levels. Consider
## setting 'levels' explicitly or using 'multiclass.roc' instead## Setting levels: control = 1, case = 2
## Setting direction: controls < casesroc_plot <- ggplot() +
geom_line(aes(x = 1 - roc_train$specificities, y = roc_train$sensitivities, color = "Train")) +
geom_line(aes(x = 1 - roc_test$specificities, y = roc_test$sensitivities, color = "Test")) +
labs(title = "ROC Curve", x = "1 - Specificity", y = "Sensitivity") +
scale_color_manual(values = c("Train" = "blue", "Test" = "red")) +
theme_minimal()
print(roc_plot)
predicted_probs <- predict(tree_model_pca_grid, newdata = testset_pca, type = "prob")
roc_curves <- list()
classes_pca <- levels(testset_pca$result)
for (class in classes_pca) {
roc_curves[[class]] <- roc(
testset_pca$result == class,
predicted_probs[, class]
)
}## Setting levels: control = FALSE, case = TRUE## Setting direction: controls < cases## Setting levels: control = FALSE, case = TRUE## Setting direction: controls < cases## Setting levels: control = FALSE, case = TRUE## Setting direction: controls < casesauc_values <- sapply(roc_curves, auc)
print(auc_values) ## 0 1 2
## 0.7835292 0.8241219 0.8361286plot(
roc_curves[[classes_pca[1]]],
col = "red",
main = "Multi-Class ROC Curves (Tree Model PCA Grid)",
lwd = 2
)
for (class in classes_pca[-1]) {
lines(roc_curves[[class]], col = which(classes_pca == class) + 1, lwd = 2)
}
legend(
"bottomright",
legend = paste("Class", classes_pca),
col = 1:length(classes_pca),
lwd = 2
)
tree_model_gridsearch_pca_predictions_train <- predict(tree_model_pca_grid, newdata = trainset_pca, type = "class")
conf_matrix_gridsearch_pca_train <- confusionMatrix(tree_model_gridsearch_pca_predictions_train, trainset_pca$result)
train_accuracy_pca <- conf_matrix_gridsearch_pca_train$overall["Accuracy"]
test_accuracy_pca <- conf_matrix_gridsearch_pca$overall["Accuracy"]
pca_data_to_check_overfitting <- data.frame(
Dataset = c("Train", "Test"),
Error = c(1 - train_accuracy_pca, 1 - test_accuracy_pca)
)
error_plot <- ggplot(pca_data_to_check_overfitting, aes(x = Dataset, y = Error, fill = Dataset)) +
geom_bar(stat = "identity") +
labs(title = "Training vs Test Error", y = "Error Rate", x = "Dataset") +
theme_minimal()
print(error_plot)
print(pca_data_to_check_overfitting$Error)## [1] 0.2940338 0.3138547unnecessary_cols2 <- c(
"fixture_id", "half_start_datetime", "match_start_datetime",
"latest_bookmaker_update", "name",
"current_time", "minute", "second", "suspended", "stopped",
"ticking", "final_score", "Score.Change...away",
"Score.Change...home"
)cleaned_data_necessary <- cleaned_data2[, !(names(cleaned_data2) %in% unnecessary_cols2)]# Convert predictors and target to matrix and vector
x <- as.matrix(cleaned_data_necessary[, !names(cleaned_data_necessary) %in% "result"]) # Exclude the target variable
y <- as.numeric(cleaned_data_necessary$result) # Target variable
lasso <- cv.glmnet(x, y, alpha = 1) # L1 regularization
best_lambda <- lasso$lambda.min
print(best_lambda)## [1] 9.374985e-05selected_features <- coef(lasso, s = "lambda.min")
print(selected_features)## 93 x 1 sparse Matrix of class "dgCMatrix"
## s1
## (Intercept) 1.729495e+00
## halftime 4.041009e-02
## X1 1.074986e-03
## X2 1.024471e-04
## X 1.213419e-02
## Accurate.Crosses...away -7.945410e-03
## Accurate.Crosses...home 2.173397e-02
## Assists...away -1.734603e-02
## Assists...home -2.683483e-02
## Attacks...away -2.512800e-03
## Attacks...home 9.163381e-06
## Ball.Possession.....away 3.590292e-03
## Ball.Possession.....home -6.603695e-04
## Ball.Safe...away -4.579219e-03
## Ball.Safe...home 3.132093e-03
## Challenges...away .
## Challenges...home -9.366764e-03
## Corners...away -2.537586e-03
## Corners...home 2.541720e-02
## Counter.Attacks...away 5.732612e-02
## Counter.Attacks...home -4.445038e-02
## Dangerous.Attacks...away 5.381943e-03
## Dangerous.Attacks...home 7.188822e-03
## Dribble.Attempts...away 3.237617e-03
## Dribble.Attempts...home 3.034487e-03
## Fouls...away 7.224078e-03
## Fouls...home -2.726670e-03
## Free.Kicks...away 1.004160e-02
## Free.Kicks...home -2.759448e-02
## Goal.Attempts...away 1.293460e-02
## Goal.Attempts...home 1.854339e-03
## Goal.Kicks...away -1.217348e-02
## Goal.Kicks...home -7.146918e-03
## Goals...away 1.398326e-01
## Goals...home -6.491426e-02
## Headers...away 2.741379e-02
## Headers...home 5.584305e-03
## Hit.Woodwork...away 1.250657e-01
## Hit.Woodwork...home -7.512109e-03
## Injuries...away -3.208526e-02
## Injuries...home 5.827287e-02
## Interceptions...away -2.341795e-03
## Interceptions...home .
## Key.Passes...away -1.570163e-04
## Key.Passes...home -3.652455e-03
## Long.Passes...away -2.233909e-03
## Long.Passes...home 2.137723e-03
## Offsides...away 4.384783e-03
## Offsides...home -3.006995e-03
## Passes...away 2.369946e-04
## Passes...home 2.207107e-03
## Penalties...away 1.952037e-02
## Penalties...home 3.810763e-02
## Redcards...away -1.075171e-02
## Redcards...home 4.922791e-02
## Saves...away 5.225836e-02
## Saves...home -6.314371e-02
## Shots.Blocked...away 1.026408e-01
## Shots.Blocked...home -2.252690e-02
## Shots.Insidebox...away 8.898593e-03
## Shots.Insidebox...home 7.281263e-03
## Shots.Off.Target...away 1.130645e-01
## Shots.Off.Target...home 1.663086e-02
## Shots.On.Target...away 1.477435e-01
## Shots.On.Target...home -5.178488e-02
## Shots.Outsidebox...away 1.132445e-02
## Shots.Outsidebox...home -5.250202e-04
## Shots.Total...away -1.152025e-01
## Shots.Total...home -7.655391e-03
## Substitutions...away -5.158235e-03
## Substitutions...home -1.322883e-02
## Successful.Dribbles...away -1.827459e-02
## Successful.Dribbles...home -1.513860e-02
## Successful.Headers...away -3.014039e-02
## Successful.Headers...home -2.786577e-02
## Successful.Interceptions...away 5.557119e-03
## Successful.Interceptions...home -2.392822e-03
## Successful.Passes...away 4.179571e-05
## Successful.Passes...home -2.739870e-03
## Successful.Passes.Percentage...away -2.444009e-04
## Successful.Passes.Percentage...home 1.326437e-03
## Tackles...away -6.783288e-03
## Tackles...home 3.080730e-03
## Throwins...away -5.208572e-03
## Throwins...home 6.006870e-03
## Total.Crosses...away .
## Total.Crosses...home -1.921602e-02
## Yellowcards...away 2.847973e-03
## Yellowcards...home 4.660498e-02
## Yellowred.Cards...away 3.619220e-01
## Yellowred.Cards...home -5.333468e-01
## current_state 1.765568e-01
## total_minute -5.125523e-03selected_features_stricter <- coef(lasso, s = lasso$lambda.1se)
print(selected_features_stricter)## 93 x 1 sparse Matrix of class "dgCMatrix"
## s1
## (Intercept) 1.746342e+00
## halftime 3.401546e-02
## X1 1.069079e-03
## X2 2.800151e-05
## X 1.204476e-02
## Accurate.Crosses...away -5.711718e-03
## Accurate.Crosses...home 1.760637e-02
## Assists...away .
## Assists...home -3.225670e-02
## Attacks...away -1.117192e-03
## Attacks...home .
## Ball.Possession.....away 3.508991e-03
## Ball.Possession.....home .
## Ball.Safe...away -2.283850e-03
## Ball.Safe...home 1.181180e-03
## Challenges...away .
## Challenges...home -9.103993e-03
## Corners...away -1.416912e-03
## Corners...home 2.326519e-02
## Counter.Attacks...away 5.487697e-02
## Counter.Attacks...home -4.373795e-02
## Dangerous.Attacks...away 4.284405e-03
## Dangerous.Attacks...home 5.480394e-03
## Dribble.Attempts...away 7.010954e-04
## Dribble.Attempts...home .
## Fouls...away 4.337018e-03
## Fouls...home -2.192141e-03
## Free.Kicks...away 4.546470e-03
## Free.Kicks...home -2.098979e-02
## Goal.Attempts...away 1.123858e-02
## Goal.Attempts...home .
## Goal.Kicks...away -1.030520e-02
## Goal.Kicks...home -8.732949e-03
## Goals...away 1.386436e-01
## Goals...home -8.023306e-02
## Headers...away 1.097851e-02
## Headers...home -6.346251e-03
## Hit.Woodwork...away 1.223721e-01
## Hit.Woodwork...home -2.361465e-03
## Injuries...away -3.595334e-02
## Injuries...home 5.601094e-02
## Interceptions...away .
## Interceptions...home .
## Key.Passes...away -1.009872e-03
## Key.Passes...home .
## Long.Passes...away -2.019226e-03
## Long.Passes...home 1.071010e-03
## Offsides...away 2.282500e-03
## Offsides...home -1.534381e-03
## Passes...away .
## Passes...home .
## Penalties...away 1.354753e-02
## Penalties...home 3.441188e-02
## Redcards...away .
## Redcards...home 3.437761e-02
## Saves...away 2.453119e-02
## Saves...home -4.767783e-02
## Shots.Blocked...away .
## Shots.Blocked...home -2.666354e-02
## Shots.Insidebox...away .
## Shots.Insidebox...home 2.102804e-03
## Shots.Off.Target...away 1.040976e-02
## Shots.Off.Target...home 8.538611e-03
## Shots.On.Target...away 2.629230e-02
## Shots.On.Target...home -3.132126e-02
## Shots.Outsidebox...away .
## Shots.Outsidebox...home -4.448697e-03
## Shots.Total...away .
## Shots.Total...home .
## Substitutions...away -5.563555e-03
## Substitutions...home -1.396330e-02
## Successful.Dribbles...away -1.473683e-02
## Successful.Dribbles...home -1.109689e-02
## Successful.Headers...away .
## Successful.Headers...home -4.716676e-04
## Successful.Interceptions...away .
## Successful.Interceptions...home .
## Successful.Passes...away .
## Successful.Passes...home -4.588350e-04
## Successful.Passes.Percentage...away .
## Successful.Passes.Percentage...home 4.523975e-04
## Tackles...away -1.183696e-04
## Tackles...home 1.382665e-03
## Throwins...away -4.994131e-03
## Throwins...home 5.381251e-03
## Total.Crosses...away .
## Total.Crosses...home -1.690994e-02
## Yellowcards...away 1.520858e-03
## Yellowcards...home 4.254245e-02
## Yellowred.Cards...away 3.470258e-01
## Yellowred.Cards...home -4.472185e-01
## current_state 1.766784e-01
## total_minute -1.994946e-03coeff_matrix <- as.matrix(selected_features_stricter)
# Extract non-zero coefficients
non_zero_features <- rownames(coeff_matrix)[coeff_matrix != 0]
non_zero_features <- non_zero_features[-1]
# Print selected features
print("Selected Features:")## [1] "Selected Features:"print(non_zero_features)## [1] "halftime" "X1"
## [3] "X2" "X"
## [5] "Accurate.Crosses...away" "Accurate.Crosses...home"
## [7] "Assists...home" "Attacks...away"
## [9] "Ball.Possession.....away" "Ball.Safe...away"
## [11] "Ball.Safe...home" "Challenges...home"
## [13] "Corners...away" "Corners...home"
## [15] "Counter.Attacks...away" "Counter.Attacks...home"
## [17] "Dangerous.Attacks...away" "Dangerous.Attacks...home"
## [19] "Dribble.Attempts...away" "Fouls...away"
## [21] "Fouls...home" "Free.Kicks...away"
## [23] "Free.Kicks...home" "Goal.Attempts...away"
## [25] "Goal.Kicks...away" "Goal.Kicks...home"
## [27] "Goals...away" "Goals...home"
## [29] "Headers...away" "Headers...home"
## [31] "Hit.Woodwork...away" "Hit.Woodwork...home"
## [33] "Injuries...away" "Injuries...home"
## [35] "Key.Passes...away" "Long.Passes...away"
## [37] "Long.Passes...home" "Offsides...away"
## [39] "Offsides...home" "Penalties...away"
## [41] "Penalties...home" "Redcards...home"
## [43] "Saves...away" "Saves...home"
## [45] "Shots.Blocked...home" "Shots.Insidebox...home"
## [47] "Shots.Off.Target...away" "Shots.Off.Target...home"
## [49] "Shots.On.Target...away" "Shots.On.Target...home"
## [51] "Shots.Outsidebox...home" "Substitutions...away"
## [53] "Substitutions...home" "Successful.Dribbles...away"
## [55] "Successful.Dribbles...home" "Successful.Headers...home"
## [57] "Successful.Passes...home" "Successful.Passes.Percentage...home"
## [59] "Tackles...away" "Tackles...home"
## [61] "Throwins...away" "Throwins...home"
## [63] "Total.Crosses...home" "Yellowcards...away"
## [65] "Yellowcards...home" "Yellowred.Cards...away"
## [67] "Yellowred.Cards...home" "current_state"
## [69] "total_minute"selected_data2 <- cleaned_data_necessary[, c(non_zero_features, "result")]tree_model_selected_features <- rpart(
result ~ .,
data = selected_data2,
method = "class",
control = rpart.control(cp = 0.001, minsplit = 10, maxdepth = 15)
)
rpart.plot(tree_model_selected_features)## Warning: labs do not fit even at cex 0.15, there may be some overplotting
set.seed(123)
trainset_index_lasso <- sample(1:nrow(selected_data2), 0.7 * nrow(selected_data2))
trainset_lasso <- pca_scores[trainset_index_lasso, ]
testset_lasso <- pca_scores[-trainset_index_lasso, ]
tree_model_lasso_train <- rpart(
result ~ .,
data = trainset_lasso,
method = "class",
control = rpart.control(cp = 0.001, minsplit = 10, maxdepth = 15)
)
tree_model_lasso_predictions <- predict(tree_model_lasso_train, newdata = testset_lasso, type = "class")
conf_matrix_lasso <- confusionMatrix(tree_model_lasso_predictions, testset_lasso$result)
print(conf_matrix_lasso)## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1 2
## 0 2275 526 406
## 1 1522 5879 1253
## 2 743 835 3400
##
## Overall Statistics
##
## Accuracy : 0.6861
## 95% CI : (0.6791, 0.6932)
## No Information Rate : 0.43
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.5087
##
## Mcnemar's Test P-Value : < 2.2e-16
##
## Statistics by Class:
##
## Class: 0 Class: 1 Class: 2
## Sensitivity 0.5011 0.8120 0.6721
## Specificity 0.9242 0.7109 0.8660
## Pos Pred Value 0.7094 0.6793 0.6830
## Neg Pred Value 0.8338 0.8337 0.8601
## Prevalence 0.2696 0.4300 0.3004
## Detection Rate 0.1351 0.3491 0.2019
## Detection Prevalence 0.1905 0.5139 0.2956
## Balanced Accuracy 0.7127 0.7615 0.7691train_control_lasso <- trainControl(method = "cv", number = 10)
grid_lasso <- expand.grid(cp = seq(0.001, 0.02, by = 0.002))
cv_model_lasso <- train(
result ~ .,
data = trainset_lasso,
method = "rpart",
trControl = train_control_lasso,
tuneGrid = grid_lasso,
control = rpart.control(minsplit = 10, maxdepth = 15) # Fixed control parameters
)
# Print the CV results
print(cv_model_lasso)## CART
##
## 39288 samples
## 37 predictor
## 3 classes: '0', '1', '2'
##
## No pre-processing
## Resampling: Cross-Validated (10 fold)
## Summary of sample sizes: 35359, 35359, 35359, 35360, 35359, 35360, ...
## Resampling results across tuning parameters:
##
## cp Accuracy Kappa
## 0.001 0.6902107 0.5159858
## 0.003 0.5943030 0.3604499
## 0.005 0.5660763 0.3080941
## 0.007 0.5520006 0.2798796
## 0.009 0.5394774 0.2454932
## 0.011 0.5394774 0.2454932
## 0.013 0.5388666 0.2433794
## 0.015 0.5373904 0.2406189
## 0.017 0.5257062 0.2220704
## 0.019 0.5014248 0.1723602
##
## Accuracy was used to select the optimal model using the largest value.
## The final value used for the model was cp = 0.001.unnecessary_cols3 <- c(
"fixture_id", "half_start_datetime", "match_start_datetime",
"latest_bookmaker_update", "name",
"current_time", "minute", "second", "suspended", "stopped",
"ticking", "final_score"
)cleaned_data3 <- cleaned_data[, !(names(cleaned_data) %in% unnecessary_cols3)]cleaned_data3$halftime <- ifelse(cleaned_data3$halftime == "1st-half", 1,
ifelse(cleaned_data3$halftime == "2nd-half", 2, NA))
cleaned_data3$current_state <- ifelse(cleaned_data3$current_state == "X" | cleaned_data3$current_state == "",
0,
cleaned_data3$current_state)
cleaned_data3$result <- ifelse(cleaned_data3$result == "X", 0, cleaned_data3$result)cleaned_data3$current_state <- as.factor(cleaned_data3$current_state)
cleaned_data3$result <- as.factor(cleaned_data3$result)tree_model_full <- rpart(
result ~ .,
data = cleaned_data3,
method = "class",
control = rpart.control(cp = 0.001, minsplit = 10,maxdepth = 15)
)
# Extract feature importance
feature_importance <- tree_model_full$variable.importance
sorted_importance <- sort(feature_importance, decreasing = TRUE)
print(sorted_importance)## X1 X2
## 9232.333201 8361.088957
## current_state X
## 5638.331212 5563.661848
## Goals...home Assists...home
## 2088.332621 1510.239535
## Goals...away total_minute
## 934.933037 795.862527
## Assists...away Attacks...home
## 633.181792 545.310899
## Passes...home Attacks...away
## 517.299542 506.225302
## Successful.Passes...away Passes...away
## 459.194515 458.293684
## Dangerous.Attacks...home Successful.Passes.Percentage...away
## 414.408412 412.274769
## Shots.Insidebox...home Shots.On.Target...home
## 378.013327 352.192725
## Ball.Safe...home Key.Passes...home
## 313.600832 305.231278
## Ball.Safe...away Shots.Total...home
## 290.285378 282.087987
## Accurate.Crosses...home Headers...away
## 281.880297 273.363084
## Interceptions...home Shots.Off.Target...home
## 240.409187 234.496200
## Successful.Passes...home Challenges...home
## 230.374599 229.074977
## Successful.Headers...away Ball.Possession.....away
## 228.553380 225.671109
## Ball.Possession.....home Dribble.Attempts...home
## 223.135373 211.246661
## Successful.Interceptions...home Saves...away
## 210.792906 204.678633
## Substitutions...away Dangerous.Attacks...away
## 202.042188 192.013492
## Total.Crosses...away Substitutions...home
## 186.116047 184.944614
## Goal.Attempts...home Goal.Attempts...away
## 175.468167 175.376546
## Tackles...home Total.Crosses...home
## 173.421998 172.524135
## Successful.Dribbles...home Free.Kicks...away
## 164.381063 155.559265
## Throwins...away Shots.Insidebox...away
## 155.104897 149.609913
## Successful.Passes.Percentage...home Shots.Outsidebox...home
## 145.008635 141.300005
## Long.Passes...away Accurate.Crosses...away
## 135.926212 134.627542
## Dribble.Attempts...away Successful.Headers...home
## 133.603350 131.261575
## Fouls...home Free.Kicks...home
## 126.678860 126.474647
## Shots.Blocked...away Shots.Outsidebox...away
## 125.006261 122.617619
## Throwins...home Shots.Total...away
## 121.334880 120.000391
## Corners...home Challenges...away
## 119.835243 115.012875
## Headers...home Tackles...away
## 113.290834 109.499277
## Interceptions...away Long.Passes...home
## 108.265178 103.681096
## Counter.Attacks...away Fouls...away
## 86.246316 86.139886
## Offsides...away Corners...away
## 85.029421 83.629371
## Successful.Interceptions...away Redcards...away
## 77.992520 77.225819
## Hit.Woodwork...home Hit.Woodwork...away
## 75.141005 68.856682
## Key.Passes...away Yellowcards...home
## 63.582518 60.208573
## Shots.Blocked...home Shots.On.Target...away
## 59.208452 58.855467
## halftime Successful.Dribbles...away
## 57.337575 57.102149
## Shots.Off.Target...away Injuries...away
## 55.719353 55.372464
## Goal.Kicks...away Counter.Attacks...home
## 54.391710 49.952303
## Saves...home Goal.Kicks...home
## 46.510716 45.582687
## Injuries...home Penalties...home
## 25.914741 23.423074
## Offsides...home Yellowred.Cards...away
## 21.227924 15.327653
## Yellowcards...away Penalties...away
## 10.952720 3.740427library(ggplot2)
importance_df <- data.frame(
Feature = names(sorted_importance),
Importance = sorted_importance
)
ggplot(importance_df, aes(x = reorder(Feature, Importance), y = Importance)) +
geom_bar(stat = "identity") +
coord_flip() +
labs(title = "Feature Importance", x = "Features", y = "Importance") +
theme_minimal()
rpart.plot(tree_model_full)## Warning: labs do not fit even at cex 0.15, there may be some overplotting
fulldecisiontree_varimp <- varImp(tree_model_full)
print(fulldecisiontree_varimp)## Overall
## Accurate.Crosses...away 313.48794
## Accurate.Crosses...home 520.53423
## Assists...away 58.65376
## Assists...home 1776.79265
## Attacks...home 80.35583
## Ball.Possession.....away 487.54767
## Ball.Possession.....home 384.29993
## Ball.Safe...away 314.56275
## Ball.Safe...home 409.21138
## Challenges...away 233.17438
## Challenges...home 191.05413
## Corners...away 115.14047
## Corners...home 193.81854
## Counter.Attacks...away 144.21021
## Counter.Attacks...home 231.68504
## current_state 6949.72780
## Dangerous.Attacks...away 236.02547
## Dangerous.Attacks...home 83.70867
## Dribble.Attempts...away 31.58205
## Dribble.Attempts...home 219.64084
## Fouls...away 222.80037
## Fouls...home 175.85929
## Free.Kicks...away 160.51592
## Free.Kicks...home 109.02421
## Goal.Attempts...away 178.67010
## Goal.Attempts...home 266.32568
## Goal.Kicks...away 94.65550
## Goal.Kicks...home 80.06387
## Goals...away 1054.35898
## Goals...home 2593.87654
## Headers...away 527.13446
## Headers...home 242.53635
## Hit.Woodwork...away 53.70670
## Hit.Woodwork...home 251.01016
## Injuries...away 282.12114
## Injuries...home 88.21996
## Interceptions...away 223.49191
## Interceptions...home 315.20402
## Key.Passes...away 160.98084
## Key.Passes...home 419.82461
## Long.Passes...away 257.73934
## Long.Passes...home 233.36533
## Offsides...away 185.82322
## Offsides...home 271.11579
## Passes...away 1331.38493
## Passes...home 155.38160
## Penalties...away 170.31151
## Penalties...home 183.30188
## Redcards...away 130.59815
## Saves...away 304.14944
## Saves...home 62.91527
## Shots.Blocked...away 137.94781
## Shots.Blocked...home 233.73133
## Shots.Insidebox...away 157.85559
## Shots.Insidebox...home 408.57284
## Shots.Off.Target...away 173.90527
## Shots.Off.Target...home 291.77669
## Shots.On.Target...away 66.35691
## Shots.On.Target...home 479.33416
## Shots.Outsidebox...away 315.38352
## Shots.Outsidebox...home 289.98522
## Shots.Total...away 69.01263
## Shots.Total...home 213.67869
## Substitutions...away 789.20791
## Substitutions...home 71.22086
## Successful.Dribbles...away 101.39959
## Successful.Dribbles...home 358.52310
## Successful.Headers...away 481.33633
## Successful.Headers...home 184.94666
## Successful.Interceptions...away 123.17127
## Successful.Interceptions...home 207.67163
## Successful.Passes...away 772.08481
## Successful.Passes...home 107.29794
## Successful.Passes.Percentage...away 688.28197
## Successful.Passes.Percentage...home 332.16214
## Tackles...away 133.31006
## Tackles...home 448.42397
## Throwins...away 439.07801
## Throwins...home 84.76506
## total_minute 812.21655
## Total.Crosses...away 151.03816
## Total.Crosses...home 92.59532
## X 4418.97224
## X1 9036.35543
## X2 10013.46777
## Yellowcards...away 97.12359
## Yellowcards...home 37.96206
## Yellowred.Cards...away 54.64532
## halftime 0.00000
## Attacks...away 0.00000
## Redcards...home 0.00000
## Score.Change...away 0.00000
## Score.Change...home 0.00000
## Yellowred.Cards...home 0.00000set.seed(123)
train_index <- createDataPartition(cleaned_data3$result, p = 0.7, list = FALSE)
train_data <- cleaned_data3[train_index, ]
test_data <- cleaned_data3[-train_index, ]tree_model_train <- rpart(
result ~ .,
data = train_data,
method = "class",
control = rpart.control(cp = 0.001, minsplit = 10,maxdepth = 15)
)
rpart.plot(tree_model_train)## Warning: labs do not fit even at cex 0.15, there may be some overplotting
predictions <- predict(tree_model_train, newdata = test_data, type = "class")conf_matrix <- confusionMatrix(predictions, test_data$result)
print(conf_matrix)## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1 2
## 0 2542 600 543
## 1 1242 6088 608
## 2 833 556 3825
##
## Overall Statistics
##
## Accuracy : 0.7397
## 95% CI : (0.733, 0.7464)
## No Information Rate : 0.4302
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.5969
##
## Mcnemar's Test P-Value : < 2.2e-16
##
## Statistics by Class:
##
## Class: 0 Class: 1 Class: 2
## Sensitivity 0.5506 0.8404 0.7687
## Specificity 0.9065 0.8072 0.8829
## Pos Pred Value 0.6898 0.7669 0.7336
## Neg Pred Value 0.8422 0.8701 0.9010
## Prevalence 0.2742 0.4302 0.2955
## Detection Rate 0.1510 0.3616 0.2272
## Detection Prevalence 0.2189 0.4715 0.3097
## Balanced Accuracy 0.7285 0.8238 0.8258confusionMatrix(predictions, test_data$result)$byClass## Sensitivity Specificity Pos Pred Value Neg Pred Value Precision
## Class: 0 0.5505740 0.9064648 0.6898236 0.8422293 0.6898236
## Class: 1 0.8404197 0.8071510 0.7669438 0.8700978 0.7669438
## Class: 2 0.7686897 0.8828935 0.7336018 0.9009722 0.7336018
## Recall F1 Prevalence Detection Rate Detection Prevalence
## Class: 0 0.5505740 0.6123826 0.2742175 0.1509770 0.2188632
## Class: 1 0.8404197 0.8020024 0.4302429 0.3615846 0.4714617
## Class: 2 0.7686897 0.7507360 0.2955396 0.2271782 0.3096751
## Balanced Accuracy
## Class: 0 0.7285194
## Class: 1 0.8237854
## Class: 2 0.8257916selected_features_decisiontree <- varImp(tree_model_train)
print(selected_features_decisiontree)## Overall
## Accurate.Crosses...away 206.51349
## Accurate.Crosses...home 266.40307
## Assists...home 1217.80532
## Attacks...away 122.81579
## Attacks...home 19.57081
## Ball.Possession.....away 447.55292
## Ball.Possession.....home 403.98966
## Ball.Safe...away 332.04032
## Ball.Safe...home 452.13671
## Challenges...away 123.51653
## Challenges...home 266.46403
## Corners...away 134.43213
## Corners...home 171.01137
## Counter.Attacks...away 174.19612
## Counter.Attacks...home 119.55067
## current_state 4904.94174
## Dangerous.Attacks...away 137.52141
## Dangerous.Attacks...home 88.57505
## Dribble.Attempts...away 169.08596
## Dribble.Attempts...home 118.27449
## Fouls...away 122.42278
## Fouls...home 169.35576
## Free.Kicks...away 139.31134
## Free.Kicks...home 104.35562
## Goal.Attempts...away 50.87578
## Goal.Attempts...home 135.22056
## Goal.Kicks...away 186.69124
## Goal.Kicks...home 156.03761
## Goals...away 701.65846
## Goals...home 1938.57952
## Headers...away 125.49724
## Headers...home 124.96352
## Hit.Woodwork...away 43.03582
## Hit.Woodwork...home 197.27772
## Injuries...away 178.19983
## Injuries...home 44.66976
## Interceptions...away 98.68095
## Interceptions...home 348.28956
## Key.Passes...away 194.35997
## Key.Passes...home 170.91923
## Long.Passes...away 126.53430
## Long.Passes...home 271.83935
## Offsides...away 210.95732
## Offsides...home 347.83467
## Passes...away 904.27017
## Passes...home 49.50974
## Penalties...away 61.13772
## Penalties...home 169.50969
## Redcards...away 100.63322
## Redcards...home 38.38560
## Saves...away 143.57139
## Saves...home 45.93110
## Shots.Blocked...away 61.13759
## Shots.Blocked...home 166.36789
## Shots.Insidebox...away 158.96197
## Shots.Insidebox...home 281.35063
## Shots.Off.Target...away 173.63116
## Shots.Off.Target...home 214.39248
## Shots.On.Target...away 170.88165
## Shots.On.Target...home 99.56580
## Shots.Outsidebox...away 279.15792
## Shots.Outsidebox...home 152.46386
## Shots.Total...away 136.47229
## Shots.Total...home 140.52911
## Substitutions...away 494.38146
## Substitutions...home 64.33855
## Successful.Dribbles...away 178.76737
## Successful.Dribbles...home 254.77312
## Successful.Headers...away 103.05447
## Successful.Headers...home 49.49668
## Successful.Interceptions...away 242.72270
## Successful.Interceptions...home 136.38109
## Successful.Passes...away 659.89854
## Successful.Passes...home 31.58860
## Successful.Passes.Percentage...away 471.12517
## Successful.Passes.Percentage...home 257.24936
## Tackles...away 24.42097
## Tackles...home 105.75854
## Throwins...away 222.44075
## Throwins...home 25.80581
## total_minute 556.12973
## Total.Crosses...away 146.82499
## Total.Crosses...home 235.91087
## X 3122.51605
## X1 6373.67782
## X2 6963.73395
## Yellowcards...away 83.13997
## Yellowcards...home 162.22111
## Yellowred.Cards...away 37.59990
## halftime 0.00000
## Assists...away 0.00000
## Score.Change...away 0.00000
## Score.Change...home 0.00000
## Yellowred.Cards...home 0.00000important_features_decisiontree <- rownames(selected_features_decisiontree[selected_features_decisiontree$Overall > 0, , drop = FALSE])
print(important_features_decisiontree)## [1] "Accurate.Crosses...away" "Accurate.Crosses...home"
## [3] "Assists...home" "Attacks...away"
## [5] "Attacks...home" "Ball.Possession.....away"
## [7] "Ball.Possession.....home" "Ball.Safe...away"
## [9] "Ball.Safe...home" "Challenges...away"
## [11] "Challenges...home" "Corners...away"
## [13] "Corners...home" "Counter.Attacks...away"
## [15] "Counter.Attacks...home" "current_state"
## [17] "Dangerous.Attacks...away" "Dangerous.Attacks...home"
## [19] "Dribble.Attempts...away" "Dribble.Attempts...home"
## [21] "Fouls...away" "Fouls...home"
## [23] "Free.Kicks...away" "Free.Kicks...home"
## [25] "Goal.Attempts...away" "Goal.Attempts...home"
## [27] "Goal.Kicks...away" "Goal.Kicks...home"
## [29] "Goals...away" "Goals...home"
## [31] "Headers...away" "Headers...home"
## [33] "Hit.Woodwork...away" "Hit.Woodwork...home"
## [35] "Injuries...away" "Injuries...home"
## [37] "Interceptions...away" "Interceptions...home"
## [39] "Key.Passes...away" "Key.Passes...home"
## [41] "Long.Passes...away" "Long.Passes...home"
## [43] "Offsides...away" "Offsides...home"
## [45] "Passes...away" "Passes...home"
## [47] "Penalties...away" "Penalties...home"
## [49] "Redcards...away" "Redcards...home"
## [51] "Saves...away" "Saves...home"
## [53] "Shots.Blocked...away" "Shots.Blocked...home"
## [55] "Shots.Insidebox...away" "Shots.Insidebox...home"
## [57] "Shots.Off.Target...away" "Shots.Off.Target...home"
## [59] "Shots.On.Target...away" "Shots.On.Target...home"
## [61] "Shots.Outsidebox...away" "Shots.Outsidebox...home"
## [63] "Shots.Total...away" "Shots.Total...home"
## [65] "Substitutions...away" "Substitutions...home"
## [67] "Successful.Dribbles...away" "Successful.Dribbles...home"
## [69] "Successful.Headers...away" "Successful.Headers...home"
## [71] "Successful.Interceptions...away" "Successful.Interceptions...home"
## [73] "Successful.Passes...away" "Successful.Passes...home"
## [75] "Successful.Passes.Percentage...away" "Successful.Passes.Percentage...home"
## [77] "Tackles...away" "Tackles...home"
## [79] "Throwins...away" "Throwins...home"
## [81] "total_minute" "Total.Crosses...away"
## [83] "Total.Crosses...home" "X"
## [85] "X1" "X2"
## [87] "Yellowcards...away" "Yellowcards...home"
## [89] "Yellowred.Cards...away"train_data_selected <- train_data[, c(important_features_decisiontree,"result")]
test_data_selected <- test_data[, c(important_features_decisiontree,"result")]tree_model_train_refined <- rpart(
result ~ .,
data = train_data_selected,
method = "class",
control = rpart.control(cp = 0.001, minsplit = 10,maxdepth = 15)
)
rpart.plot(tree_model_train_refined)## Warning: labs do not fit even at cex 0.15, there may be some overplotting
predictions2 <- predict(tree_model_train_refined, newdata = test_data_selected, type = "class")conf_matrix2 <- confusionMatrix(predictions2, test_data_selected$result)
print(conf_matrix2)## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1 2
## 0 2542 600 543
## 1 1242 6088 608
## 2 833 556 3825
##
## Overall Statistics
##
## Accuracy : 0.7397
## 95% CI : (0.733, 0.7464)
## No Information Rate : 0.4302
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.5969
##
## Mcnemar's Test P-Value : < 2.2e-16
##
## Statistics by Class:
##
## Class: 0 Class: 1 Class: 2
## Sensitivity 0.5506 0.8404 0.7687
## Specificity 0.9065 0.8072 0.8829
## Pos Pred Value 0.6898 0.7669 0.7336
## Neg Pred Value 0.8422 0.8701 0.9010
## Prevalence 0.2742 0.4302 0.2955
## Detection Rate 0.1510 0.3616 0.2272
## Detection Prevalence 0.2189 0.4715 0.3097
## Balanced Accuracy 0.7285 0.8238 0.8258predicted_probs2 <- predict(tree_model_train_refined, newdata = test_data_selected, type = "prob")
roc_curves2 <- list()
classes_selected <- levels(test_data_selected$result)
for (class in classes_selected) {
roc_curves2[[class]] <- roc(
test_data_selected$result == class,
predicted_probs2[, class]
)
}## Setting levels: control = FALSE, case = TRUE## Setting direction: controls < cases## Setting levels: control = FALSE, case = TRUE## Setting direction: controls < cases## Setting levels: control = FALSE, case = TRUE## Setting direction: controls < casesauc_values2 <- sapply(roc_curves2, auc)
print(auc_values2) ## 0 1 2
## 0.7893845 0.8822829 0.8849281plot(
roc_curves2[[classes_selected[1]]],
col = "red",
main = "Multi-Class ROC Curves (Tree Model Selected Features)",
lwd = 2
)
for (class in classes_selected[-1]) {
lines(roc_curves2[[class]], col = which(classes_selected == class) + 1, lwd = 2)
}
legend(
"bottomright",
legend = paste("Class", classes_selected),
col = 1:length(classes_selected),
lwd = 2
)
train_control <- trainControl(method = "cv", number = 10)
cv_model <- train(result ~ ., data = train_data_selected, method = "rpart", trControl = train_control)
print(cv_model)## CART
##
## 39290 samples
## 89 predictor
## 3 classes: '0', '1', '2'
##
## No pre-processing
## Resampling: Cross-Validated (10 fold)
## Summary of sample sizes: 35361, 35360, 35360, 35361, 35362, 35361, ...
## Resampling results across tuning parameters:
##
## cp Accuracy Kappa
## 0.03859555 0.6168487 0.4183831
## 0.07946931 0.5922628 0.3787717
## 0.23813991 0.4973348 0.1652831
##
## Accuracy was used to select the optimal model using the largest value.
## The final value used for the model was cp = 0.03859555.train_data_selected\(result <- factor(make.names(train_data_selected\)result)) test_data_selected\(result <- factor(make.names(test_data_selected\)result))
# Define the grid for tuning parameters
grid_best <- expand.grid(
cp = seq(0.001, 0.02, by = 0.002), # Complexity parameter
minsplit = seq(5, 50, by = 10), # Minimum number of observations to split
maxdepth = seq(5, 20, by = 5) # Maximum depth of the tree
)
# Set up train control for cross-validation
train_control_best <- trainControl(
method = "cv", # Cross-validation
number = 10, # 10-fold CV
verboseIter = TRUE, # Display progress
classProbs = TRUE # Use class probabilities for evaluation
)
custom_rpart_best <- function(grid) {
rpart(
result ~ .,
data = train_data_selected,
control = rpart.control(cp = grid$cp, minsplit = grid$minsplit, maxdepth = grid$maxdepth),
method = "class"
)
}
results_best <- lapply(1:nrow(grid_best), function(i) {
model <- custom_rpart_best(grid_best[i, ])
predictions <- predict(model, newdata = test_data_selected, type = "class")
accuracy <- mean(predictions == test_data_selected$result)
data.frame(grid_best[i, ], Accuracy = accuracy)
})
results_df_best <- do.call(rbind, results_best)
best_params2 <- results_df_best[which.max(results_df_best$Accuracy), ]
print(best_params2)## cp minsplit maxdepth Accuracy
## 101 0.001 5 15 0.7397399tree <- rpart(result ~ ., data = train_data_selected, method = "class", control = rpart.control(cp = 0))
print(tree$cptable)## CP nsplit rel error xerror xstd
## 1 2.381399e-01 0 1.0000000 1.0000000 0.004383949
## 2 7.946931e-02 1 0.7618601 0.7603413 0.004387583
## 3 3.859555e-02 2 0.6823908 0.6830162 0.004317097
## 4 1.282051e-02 3 0.6437952 0.6488430 0.004274248
## 5 6.745287e-03 5 0.6181542 0.6201644 0.004232538
## 6 4.243724e-03 7 0.6046636 0.6123023 0.004220165
## 7 2.769588e-03 8 0.6004199 0.6018940 0.004203153
## 8 2.736085e-03 10 0.5948807 0.5891182 0.004181276
## 9 2.412222e-03 14 0.5839364 0.5832217 0.004170804
## 10 2.322880e-03 15 0.5815242 0.5769677 0.004159437
## 11 2.114417e-03 16 0.5792013 0.5734388 0.004152902
## 12 2.010185e-03 27 0.5491825 0.5579827 0.004123257
## 13 1.980404e-03 28 0.5471723 0.5552131 0.004117766
## 14 1.965514e-03 32 0.5389082 0.5544983 0.004116340
## 15 1.920843e-03 33 0.5369427 0.5544090 0.004116162
## 16 1.809166e-03 35 0.5331010 0.5482444 0.004103708
## 17 1.742160e-03 37 0.5294827 0.5440454 0.004095068
## 18 1.652819e-03 38 0.5277406 0.5398017 0.004086205
## 19 1.608148e-03 39 0.5260877 0.5356026 0.004077307
## 20 1.563477e-03 41 0.5228714 0.5345305 0.004075014
## 21 1.474136e-03 42 0.5213080 0.5303315 0.004065953
## 22 1.451800e-03 45 0.5168856 0.5264451 0.004057449
## 23 1.384794e-03 47 0.5139820 0.5250603 0.004054392
## 24 1.325233e-03 50 0.5092915 0.5180917 0.004038789
## 25 1.295453e-03 53 0.5053158 0.5139373 0.004029313
## 26 1.273117e-03 56 0.5014295 0.5075047 0.004014380
## 27 1.250782e-03 60 0.4963370 0.5062092 0.004011334
## 28 1.206111e-03 62 0.4938354 0.5008487 0.003998592
## 29 1.183776e-03 64 0.4914232 0.4975431 0.003990623
## 30 1.161440e-03 71 0.4790941 0.4882963 0.003967874
## 31 1.110388e-03 75 0.4744036 0.4807916 0.003948910
## 32 1.094434e-03 96 0.4436702 0.4768159 0.003938679
## 33 1.072099e-03 98 0.4414813 0.4709193 0.003923267
## 34 1.027428e-03 100 0.4393371 0.4656928 0.003909366
## 35 9.827571e-04 103 0.4362548 0.4576968 0.003887656
## 36 9.678668e-04 109 0.4302689 0.4521129 0.003872175
## 37 9.604217e-04 114 0.4242830 0.4512195 0.003869673
## 38 9.380863e-04 118 0.4204413 0.4501921 0.003866788
## 39 9.157509e-04 122 0.4166890 0.4446976 0.003851201
## 40 8.934155e-04 126 0.4121773 0.4392031 0.003835350
## 41 8.710801e-04 130 0.4085589 0.4339319 0.003819893
## 42 8.487448e-04 132 0.4068168 0.4284821 0.003803651
## 43 8.264094e-04 145 0.3957384 0.4200393 0.003777956
## 44 8.040740e-04 148 0.3930135 0.4168677 0.003768133
## 45 7.594032e-04 151 0.3906013 0.4073975 0.003738243
## 46 7.445129e-04 160 0.3837666 0.4048066 0.003729917
## 47 7.370678e-04 165 0.3799696 0.3991781 0.003711607
## 48 7.147324e-04 172 0.3737604 0.3986867 0.003709994
## 49 6.998422e-04 186 0.3637541 0.3965425 0.003702928
## 50 6.923970e-04 189 0.3616546 0.3965425 0.003702928
## 51 6.700616e-04 194 0.3581256 0.3872956 0.003671932
## 52 6.551714e-04 205 0.3507549 0.3817565 0.003652953
## 53 6.253909e-04 208 0.3487894 0.3621013 0.003583040
## 54 6.030555e-04 226 0.3375324 0.3575896 0.003566410
## 55 5.807201e-04 255 0.3113106 0.3441437 0.003515507
## 56 5.658298e-04 274 0.2984455 0.3427589 0.003510148
## 57 5.360493e-04 280 0.2948718 0.3390512 0.003495691
## 58 5.211591e-04 300 0.2841508 0.3291790 0.003456408
## 59 5.137139e-04 303 0.2825873 0.3271241 0.003448085
## 60 4.913785e-04 305 0.2815599 0.3264540 0.003445360
## 61 4.764883e-04 332 0.2679353 0.3149736 0.003397806
## 62 4.690432e-04 335 0.2665059 0.3139462 0.003393470
## 63 4.467078e-04 340 0.2636469 0.3103279 0.003378091
## 64 4.243724e-04 368 0.2504244 0.2964353 0.003317446
## 65 4.169272e-04 384 0.2434557 0.2920575 0.003297797
## 66 4.020370e-04 388 0.2416689 0.2901814 0.003289294
## 67 3.956554e-04 427 0.2240686 0.2896900 0.003287059
## 68 3.797016e-04 436 0.2204503 0.2776289 0.003231119
## 69 3.722565e-04 438 0.2196909 0.2771822 0.003229007
## 70 3.573662e-04 450 0.2144644 0.2751720 0.003219464
## 71 3.350308e-04 487 0.2011078 0.2590458 0.003140676
## 72 3.275857e-04 499 0.1964621 0.2586438 0.003138659
## 73 3.126954e-04 504 0.1947199 0.2544001 0.003117214
## 74 2.903600e-04 540 0.1828375 0.2531940 0.003111066
## 75 2.829149e-04 556 0.1781471 0.2439918 0.003063349
## 76 2.680247e-04 565 0.1756008 0.2427857 0.003056988
## 77 2.456893e-04 602 0.1651032 0.2394800 0.003039421
## 78 2.412222e-04 628 0.1584026 0.2302332 0.002989242
## 79 2.345216e-04 635 0.1566157 0.2296971 0.002986284
## 80 2.289377e-04 639 0.1556777 0.2293844 0.002984557
## 81 2.233539e-04 654 0.1520147 0.2284464 0.002979363
## 82 2.121862e-04 709 0.1395962 0.2242473 0.002955911
## 83 2.084636e-04 714 0.1385241 0.2228625 0.002948103
## 84 2.010185e-04 717 0.1378987 0.2230412 0.002949112
## 85 1.898508e-04 729 0.1354865 0.2164746 0.002911595
## 86 1.786831e-04 733 0.1347271 0.2162959 0.002910562
## 87 1.637928e-04 761 0.1297239 0.2119628 0.002885315
## 88 1.563477e-04 767 0.1287412 0.2120968 0.002886101
## 89 1.489026e-04 782 0.1263736 0.2116948 0.002883740
## 90 1.451800e-04 785 0.1259269 0.2054856 0.002846843
## 91 1.340123e-04 789 0.1253462 0.2053962 0.002846306
## 92 1.228446e-04 841 0.1180649 0.2056196 0.002847648
## 93 1.116769e-04 845 0.1175735 0.2052175 0.002845232
## 94 1.042318e-04 862 0.1156526 0.2048155 0.002842812
## 95 1.005092e-04 868 0.1150272 0.2048155 0.002842812
## 96 8.934155e-05 872 0.1146252 0.2025820 0.002829305
## 97 7.445129e-05 908 0.1114089 0.2024926 0.002828763
## 98 6.700616e-05 914 0.1109622 0.2024033 0.002828220
## 99 5.956104e-05 920 0.1105602 0.2023586 0.002827948
## 100 4.467078e-05 923 0.1103815 0.2023586 0.002827948
## 101 3.350308e-05 982 0.1077012 0.2011972 0.002820876
## 102 2.978052e-05 986 0.1075672 0.2011525 0.002820603
## 103 2.233539e-05 989 0.1074779 0.2011525 0.002820603
## 104 1.786831e-05 1003 0.1071652 0.2014205 0.002822238
## 105 0.000000e+00 1008 0.1070759 0.2015545 0.002823055optimal_cp <- tree$cptable[which.min(tree$cptable[, "xerror"]), "CP"]
pruned_tree <- prune(tree, cp = optimal_cp)
rpart.plot(pruned_tree)## Warning: labs do not fit even at cex 0.15, there may be some overplotting
tree_model_optimalcp <- rpart(
result ~ .,
data = train_data_selected,
method = "class",
control = rpart.control(cp=optimal_cp)
)
rpart.plot(tree_model_optimalcp)## Warning: labs do not fit even at cex 0.15, there may be some overplotting
predictions3 <- predict(tree_model_optimalcp, newdata = test_data_selected, type = "class")
conf_matrix3 <- confusionMatrix(predictions3, test_data_selected$result)
print(conf_matrix3)## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1 2
## 0 4025 303 278
## 1 350 6643 295
## 2 242 298 4403
##
## Overall Statistics
##
## Accuracy : 0.8951
## 95% CI : (0.8904, 0.8997)
## No Information Rate : 0.4302
## P-Value [Acc > NIR] : <2e-16
##
## Kappa : 0.8391
##
## Mcnemar's Test P-Value : 0.1171
##
## Statistics by Class:
##
## Class: 0 Class: 1 Class: 2
## Sensitivity 0.8718 0.9170 0.8848
## Specificity 0.9525 0.9328 0.9545
## Pos Pred Value 0.8739 0.9115 0.8908
## Neg Pred Value 0.9516 0.9371 0.9518
## Prevalence 0.2742 0.4302 0.2955
## Detection Rate 0.2391 0.3945 0.2615
## Detection Prevalence 0.2736 0.4329 0.2936
## Balanced Accuracy 0.9121 0.9249 0.9197cv_control2 <- trainControl(method = "cv", number = 10)
tune_grid <- expand.grid(cp = optimal_cp)
cv_model2 <- train(
result ~ .,
data = train_data_selected,
method = "rpart",
trControl = cv_control2,
tuneGrid = tune_grid
)
print(cv_model2)## CART
##
## 39290 samples
## 89 predictor
## 3 classes: '0', '1', '2'
##
## No pre-processing
## Resampling: Cross-Validated (10 fold)
## Summary of sample sizes: 35362, 35360, 35361, 35361, 35361, 35361, ...
## Resampling results:
##
## Accuracy Kappa
## 0.8851364 0.8238626
##
## Tuning parameter 'cp' was held constant at a value of 2.978052e-05final_model <- cv_model2$finalModel
rpart.plot(final_model)## Warning: labs do not fit even at cex 0.15, there may be some overplotting
train_pred <- predict(tree_model_optimalcp, newdata = train_data_selected, type = "class")
train_accuracy <- mean(train_pred == train_data_selected$result)
test_pred <- predict(tree_model_optimalcp, test_data_selected, type = "class")
test_accuracy <- mean(test_pred == test_data_selected$result)
train_error <- 1 - train_accuracy
test_error <- 1 - test_accuracy
cat("Training Error:", train_error, "\n")## Training Error: 0.06128786cat("Test Error:", test_error, "\n")## Test Error: 0.104888predicted_probs <- predict(tree_model_optimalcp, newdata = test_data_selected, type = "prob")roc_curves2 <- list()
# Loop through each class and compute the ROC curve
classes <- levels(test_data_selected$result)
for (class in classes) {
roc_curves2[[class]] <- roc(
test_data_selected$result == class, # One-vs-All
predicted_probs[, as.numeric(class) + 1]
)
}## Setting levels: control = FALSE, case = TRUE## Setting direction: controls < cases## Setting levels: control = FALSE, case = TRUE## Setting direction: controls < cases## Setting levels: control = FALSE, case = TRUE## Setting direction: controls < casessapply(roc_curves2, auc)## 0 1 2
## 0.9606896 0.9690340 0.9660561plot(
roc_curves2[[classes[1]]],
col = "red",
main = "Multi-Class ROC Curves",
lwd = 2
)
for (class in classes[-1]) {
lines(roc_curves2[[class]], col = as.numeric(class) + 1, lwd = 2)
}
legend(
"bottomright",
legend = paste("Class", classes),
col = 1:length(classes),
lwd = 2
)
train_sizes <- seq(0.1, 1, by = 0.1)
results_learning <- data.frame(TrainSize = numeric(), Accuracy = numeric())
for (size in train_sizes) {
subset_data <- train_data_selected[1:floor(size * nrow(train_data_selected)), ]
model <- train(
result ~ .,
data = subset_data,
method = "rpart",
trControl = trainControl(method = "cv", number = 10), # 10 katmanlı CV
tuneGrid = tune_grid
)
accuracy <- mean(model$resample$Accuracy)
results_learning <- rbind(results_learning, data.frame(TrainSize = size * 100, Accuracy = accuracy))
}
ggplot(results_learning, aes(x = TrainSize, y = Accuracy)) +
geom_line() +
geom_point() +
theme_minimal() +
labs(
title = "Learning Curve",
x = "Training Set Size (%)",
y = "Cross-Validated Accuracy"
)
train_sizes <- seq(0.1, 1, by = 0.1)
results_learning <- data.frame(TrainSize = numeric(), Accuracy = numeric(), Set = character())
for (size in train_sizes) {
subset_data <- train_data_selected[1:floor(size * nrow(train_data_selected)), ]
model <- train(
result ~ .,
data = subset_data,
method = "rpart",
trControl = trainControl(method = "cv", number = 10),
tuneGrid = tune_grid
)
train_accuracy <- mean(predict(model, subset_data) == subset_data$result)
results_learning <- rbind(
results_learning,
data.frame(TrainSize = size * 100, Accuracy = train_accuracy, Set = "Training")
)
validation_accuracy <- mean(model$resample$Accuracy)
results_learning <- rbind(
results_learning,
data.frame(TrainSize = size * 100, Accuracy = validation_accuracy, Set = "Validation")
)
}
ggplot(results_learning, aes(x = TrainSize, y = Accuracy, color = Set, group = Set)) +
geom_line() +
geom_point() +
theme_minimal() +
labs(
title = "Learning Curve: Training vs Validation",
x = "Training Set Size (%)",
y = "Accuracy",
color = "Set"
)
results_learning2 <- data.frame(TrainSize = numeric(), Accuracy = numeric(), Set = character())
set.seed(123)
train_index2 <- createDataPartition(train_data_selected$result, p = 0.7, list = FALSE)
train_data2 <- train_data_selected[train_index2, ]
validation_data2 <- train_data_selected[-train_index2, ]
for (size in train_sizes) {
subset_data2 <- train_data2[1:floor(size * nrow(train_data2)), ]
model2 <- rpart(
result ~ .,
data = subset_data2,
method = "class",
control = rpart.control(cp = 0.001, minsplit = 10,maxdepth = 15)
)
train_pred2 <- predict(model2, subset_data2, type = "class")
train_accuracy2 <- mean(train_pred2 == subset_data2$result)
results_learning2 <- rbind(
results_learning2,
data.frame(TrainSize = size * 100, Accuracy = train_accuracy2, Set = "Training")
)
val_pred2 <- predict(model2, validation_data2, type = "class")
val_accuracy2 <- mean(val_pred2 == validation_data2$result)
results_learning2 <- rbind(
results_learning2,
data.frame(TrainSize = size * 100, Accuracy = val_accuracy2, Set = "Validation")
)
}
ggplot(results_learning2, aes(x = TrainSize, y = Accuracy, color = Set, group = Set)) +
geom_line(linewidth = 1) +
geom_point(size = 2) +
theme_minimal() +
labs(
title = "Learning Curve: Training vs Validation (rpart Model)",
x = "Training Set Size (%)",
y = "Accuracy",
color = "Set"
)
library(xgboost)##
## Attaching package: 'xgboost'## The following object is masked from 'package:rattle':
##
## xgboost## The following object is masked from 'package:dplyr':
##
## slicetrain_data_selected_boosting <- train_data_selected
train_data_selected_boosting[] <- lapply(train_data_selected_boosting, function(x) {
if (is.factor(x)) {
return(as.numeric(as.factor(x)) - 1)
}
return(x)
})
target <- as.numeric(train_data_selected_boosting$result)
features <- train_data_selected_boosting[, -which(names(train_data_selected_boosting) == "result")]
train_matrix <- xgb.DMatrix(data = as.matrix(features), label = target)
params <- list(
objective = "multi:softmax",
num_class = 3,
eval_metric = "merror",
eta = 0.1,
max_depth = 6,
nthread = 2
)
num_round <- 100
model_gb <- xgb.train(params = params, data = train_matrix, nrounds = num_round)
preds <- predict(model_gb, train_matrix)
conf_matrix_boosting <- confusionMatrix(as.factor(preds), as.factor(target))
print(conf_matrix_boosting)## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1 2
## 0 9116 145 206
## 1 1126 16280 741
## 2 532 479 10665
##
## Overall Statistics
##
## Accuracy : 0.9178
## 95% CI : (0.9151, 0.9205)
## No Information Rate : 0.4302
## P-Value [Acc > NIR] : < 2.2e-16
##
## Kappa : 0.8731
##
## Mcnemar's Test P-Value : < 2.2e-16
##
## Statistics by Class:
##
## Class: 0 Class: 1 Class: 2
## Sensitivity 0.8461 0.9631 0.9184
## Specificity 0.9877 0.9166 0.9635
## Pos Pred Value 0.9629 0.8971 0.9134
## Neg Pred Value 0.9444 0.9705 0.9657
## Prevalence 0.2742 0.4302 0.2955
## Detection Rate 0.2320 0.4144 0.2714
## Detection Prevalence 0.2410 0.4619 0.2972
## Balanced Accuracy 0.9169 0.9398 0.9410# Extract feature importance
importance_matrix <- xgb.importance(model = model_gb, feature_names = colnames(features))
print(importance_matrix)## Feature Gain Cover Frequency
## <char> <num> <num> <num>
## 1: X1 0.1783668266 0.0824256989 0.034273160
## 2: X2 0.1678081430 0.0893410508 0.030757964
## 3: X 0.0933153021 0.0717795267 0.029293299
## 4: Successful.Passes.Percentage...away 0.0208681061 0.0246335240 0.031856463
## 5: Successful.Passes.Percentage...home 0.0205926578 0.0218877893 0.029879165
## 6: Ball.Safe...away 0.0154192674 0.0095740242 0.024166972
## 7: Ball.Safe...home 0.0151420542 0.0190689126 0.019260344
## 8: Counter.Attacks...home 0.0129449175 0.0278425679 0.016916880
## 9: Ball.Possession.....away 0.0123598503 0.0057080071 0.021677041
## 10: Accurate.Crosses...away 0.0115110251 0.0121297883 0.022262907
## 11: Successful.Dribbles...away 0.0111990002 0.0178020123 0.015086049
## 12: Offsides...home 0.0105790615 0.0182107552 0.016404248
## 13: Counter.Attacks...away 0.0103216359 0.0246650301 0.013694617
## 14: Offsides...away 0.0103074274 0.0145621141 0.016990114
## 15: Long.Passes...away 0.0100825399 0.0118013330 0.020212376
## 16: Accurate.Crosses...home 0.0100029104 0.0203439011 0.016257781
## 17: Successful.Dribbles...home 0.0098446380 0.0139202034 0.015745148
## 18: Goal.Kicks...away 0.0097161545 0.0125466148 0.015891615
## 19: Long.Passes...home 0.0096415712 0.0175797965 0.015818382
## 20: Saves...away 0.0090391587 0.0075484205 0.010399121
## 21: Shots.Outsidebox...home 0.0088743101 0.0185619147 0.013401684
## 22: Shots.Outsidebox...away 0.0087927566 0.0118199104 0.012596119
## 23: Fouls...away 0.0085352172 0.0134873523 0.016404248
## 24: Throwins...away 0.0082545378 0.0107663366 0.016257781
## 25: Headers...away 0.0081740120 0.0078353868 0.016843647
## 26: Headers...home 0.0081176420 0.0091871311 0.012962285
## 27: Corners...away 0.0079440678 0.0039489734 0.011497620
## 28: Tackles...home 0.0078796166 0.0108303294 0.012229952
## 29: Corners...home 0.0076299986 0.0074831375 0.011497620
## 30: Saves...home 0.0075968113 0.0117079604 0.011204687
## 31: Yellowcards...home 0.0075837476 0.0143006895 0.012449652
## 32: Goal.Attempts...away 0.0075175960 0.0179293477 0.011863786
## 33: Goal.Kicks...home 0.0074756364 0.0085669596 0.013548151
## 34: Total.Crosses...away 0.0073865288 0.0055874182 0.011644086
## 35: Shots.Blocked...home 0.0070893123 0.0092526339 0.010838521
## 36: Shots.Off.Target...away 0.0070268610 0.0083912970 0.008934456
## 37: Challenges...away 0.0067717640 0.0041151086 0.011570853
## 38: Shots.Off.Target...home 0.0066878633 0.0161717977 0.009813255
## 39: Shots.Blocked...away 0.0066533584 0.0082571017 0.009154156
## 40: Total.Crosses...home 0.0065291388 0.0066373755 0.009959722
## 41: Fouls...home 0.0065256840 0.0056276619 0.011277920
## 42: Challenges...home 0.0065217685 0.0044179835 0.010252655
## 43: Free.Kicks...away 0.0064642544 0.0114074756 0.008861223
## 44: Dribble.Attempts...home 0.0064339366 0.0051361651 0.010032955
## 45: Successful.Headers...away 0.0062020305 0.0069796643 0.009080923
## 46: Interceptions...away 0.0061644312 0.0051318942 0.007396558
## 47: Hit.Woodwork...home 0.0061014643 0.0091761505 0.007030392
## 48: Yellowcards...away 0.0060923153 0.0067330562 0.008568290
## 49: Dribble.Attempts...away 0.0060530238 0.0080800607 0.010252655
## 50: Goal.Attempts...home 0.0057982989 0.0051153327 0.009740022
## 51: Interceptions...home 0.0057013540 0.0089142058 0.006005126
## 52: Dangerous.Attacks...away 0.0056271284 0.0038362301 0.010032955
## 53: Injuries...away 0.0052591036 0.0029977990 0.008421824
## 54: Penalties...away 0.0052398096 0.0179267223 0.007909191
## 55: Successful.Interceptions...home 0.0051412560 0.0024472137 0.008787990
## 56: Goals...away 0.0051176695 0.0104784655 0.006590992
## 57: Successful.Passes...away 0.0051089342 0.0035800721 0.008787990
## 58: Successful.Interceptions...away 0.0050340389 0.0068441579 0.008641523
## 59: Dangerous.Attacks...home 0.0050231265 0.0064118335 0.010765287
## 60: Successful.Headers...home 0.0049863997 0.0077905069 0.006957159
## 61: Shots.Insidebox...home 0.0049841192 0.0064731336 0.006957159
## 62: Hit.Woodwork...away 0.0045827985 0.0095543285 0.006371293
## 63: Goals...home 0.0045704082 0.0063477192 0.006737459
## 64: Shots.On.Target...away 0.0041693185 0.0033833028 0.006810692
## 65: Shots.On.Target...home 0.0041388667 0.0036227186 0.006737459
## 66: Injuries...home 0.0040794028 0.0190965936 0.005858660
## 67: Free.Kicks...home 0.0039349207 0.0121261815 0.005492494
## 68: Throwins...home 0.0039283259 0.0035639514 0.009300622
## 69: Tackles...away 0.0038772964 0.0054910239 0.008202124
## 70: Key.Passes...home 0.0036607683 0.0042957766 0.007030392
## 71: Ball.Possession.....home 0.0036356324 0.0058133364 0.003734896
## 72: Shots.Insidebox...away 0.0033896901 0.0067097638 0.007469791
## 73: Attacks...away 0.0032773529 0.0022076696 0.011497620
## 74: Penalties...home 0.0032289075 0.0097176475 0.004833394
## 75: Attacks...home 0.0028835150 0.0021202771 0.010106188
## 76: Key.Passes...away 0.0025372429 0.0033874297 0.004613695
## 77: Assists...home 0.0025294015 0.0034554902 0.006151593
## 78: Passes...home 0.0025256384 0.0014708937 0.005931893
## 79: Shots.Total...away 0.0024305275 0.0020148329 0.003515196
## 80: Yellowred.Cards...away 0.0024072167 0.0089268180 0.005272794
## 81: current_state 0.0023536207 0.0023599480 0.004467228
## 82: Successful.Passes...home 0.0022740663 0.0040606262 0.008934456
## 83: Shots.Total...home 0.0018325932 0.0011607237 0.003881362
## 84: Passes...away 0.0016944438 0.0015827925 0.004540461
## 85: Substitutions...home 0.0014167614 0.0012022030 0.002782863
## 86: Redcards...away 0.0013699635 0.0017177974 0.001464665
## 87: Redcards...home 0.0013177983 0.0003789008 0.001244965
## 88: Substitutions...away 0.0004920971 0.0003352216 0.001171732
## 89: total_minute 0.0002982530 0.0001810143 0.001977298
## Feature Gain Cover Frequencyxgb.plot.importance(importance_matrix, top_n = 20, measure = "Gain")
library(randomForest)## randomForest 4.7-1.1## Type rfNews() to see new features/changes/bug fixes.##
## Attaching package: 'randomForest'## The following object is masked from 'package:rattle':
##
## importance## The following object is masked from 'package:ggplot2':
##
## margin## The following object is masked from 'package:dplyr':
##
## combinerandomforestmodel <- randomForest(result ~ ., data = cleaned_data_necessary, importance = TRUE)
importance <- importance(randomforestmodel)
print(importance)## 0 1 2
## halftime 3.756225 3.786285 4.276095
## X1 48.747383 46.236497 45.252624
## X2 49.949169 47.909232 48.110090
## X 42.631707 42.125225 41.669206
## Accurate.Crosses...away 27.186873 28.012936 29.134912
## Accurate.Crosses...home 34.011561 39.044680 30.783766
## Assists...away 17.658968 16.859833 18.567504
## Assists...home 18.052495 19.124915 17.628126
## Attacks...away 25.364324 27.112195 22.139249
## Attacks...home 30.586741 27.278637 28.470007
## Ball.Possession.....away 24.246114 23.079146 23.865962
## Ball.Possession.....home 26.450602 25.386121 26.309438
## Ball.Safe...away 42.258637 40.903397 40.537787
## Ball.Safe...home 40.879474 41.054459 37.296816
## Challenges...away 41.214401 41.883751 37.136657
## Challenges...home 29.216910 28.595606 30.728244
## Corners...away 29.177080 28.347391 27.599254
## Corners...home 33.016117 34.727048 29.456491
## Counter.Attacks...away 27.875043 28.722662 26.172591
## Counter.Attacks...home 29.771405 30.161922 27.914321
## Dangerous.Attacks...away 26.423511 27.303393 26.079348
## Dangerous.Attacks...home 30.337920 29.989099 29.839586
## Dribble.Attempts...away 30.976303 30.734007 33.247343
## Dribble.Attempts...home 30.907872 30.092728 30.102477
## Fouls...away 36.354322 37.584554 35.923871
## Fouls...home 32.167810 29.805837 33.862303
## Free.Kicks...away 35.712839 37.238453 32.473455
## Free.Kicks...home 31.344069 30.960087 28.095684
## Goal.Attempts...away 25.552322 27.634968 21.331165
## Goal.Attempts...home 28.296667 25.281736 27.235464
## Goal.Kicks...away 43.513801 36.548411 39.686285
## Goal.Kicks...home 39.307588 41.027077 38.907022
## Goals...away 20.944549 19.758594 20.482332
## Goals...home 21.734848 22.605602 20.493970
## Headers...away 44.836736 39.561880 39.994683
## Headers...home 50.027805 47.668504 49.785276
## Hit.Woodwork...away 13.049884 13.979999 13.596039
## Hit.Woodwork...home 28.497678 27.747986 29.600832
## Injuries...away 28.724901 27.025638 26.088470
## Injuries...home 24.066634 25.101345 22.869435
## Interceptions...away 35.117401 36.489799 34.780080
## Interceptions...home 29.380902 30.293594 29.236250
## Key.Passes...away 16.828674 18.190525 16.193716
## Key.Passes...home 19.556905 19.372815 19.323879
## Long.Passes...away 47.301607 49.757246 45.424776
## Long.Passes...home 38.102395 43.000125 34.475592
## Offsides...away 33.419626 31.818303 31.068831
## Offsides...home 44.681650 44.427247 42.654430
## Passes...away 25.249129 26.457432 23.976418
## Passes...home 29.547252 29.509309 30.158330
## Penalties...away 23.529965 22.498960 25.728628
## Penalties...home 11.154517 10.477686 10.307648
## Redcards...away 16.443439 17.764598 18.177536
## Redcards...home 18.851415 17.400315 14.227471
## Saves...away 35.406416 36.631043 31.274670
## Saves...home 34.766288 30.942850 32.492434
## Shots.Blocked...away 32.676028 32.158942 31.581510
## Shots.Blocked...home 22.387674 23.609403 21.083320
## Shots.Insidebox...away 18.577993 19.306389 18.104102
## Shots.Insidebox...home 23.010009 22.265156 20.829873
## Shots.Off.Target...away 23.105421 22.168963 21.104677
## Shots.Off.Target...home 32.806804 34.578032 31.699748
## Shots.On.Target...away 18.399490 16.981583 17.491464
## Shots.On.Target...home 17.827654 18.467304 18.244173
## Shots.Outsidebox...away 39.512820 38.507073 38.288445
## Shots.Outsidebox...home 32.431896 29.448918 31.882524
## Shots.Total...away 23.412492 22.809186 22.475631
## Shots.Total...home 18.852879 20.085541 18.243570
## Substitutions...away 15.454093 16.500445 13.906622
## Substitutions...home 15.985764 14.922959 17.770859
## Successful.Dribbles...away 29.020098 29.337850 29.197155
## Successful.Dribbles...home 30.403132 30.087815 32.188565
## Successful.Headers...away 41.634274 40.846502 34.987953
## Successful.Headers...home 43.002802 41.048605 39.978335
## Successful.Interceptions...away 39.034992 37.859005 35.773475
## Successful.Interceptions...home 34.258032 38.697823 35.465383
## Successful.Passes...away 26.190015 26.168953 26.436079
## Successful.Passes...home 30.061459 29.936336 29.411395
## Successful.Passes.Percentage...away 27.062231 26.895968 25.931429
## Successful.Passes.Percentage...home 29.683510 27.521580 29.870315
## Tackles...away 35.838093 36.082559 38.285538
## Tackles...home 35.076598 33.499772 37.026682
## Throwins...away 31.430611 32.626538 33.412270
## Throwins...home 47.491194 36.795259 41.562744
## Total.Crosses...away 32.609028 33.278833 32.417135
## Total.Crosses...home 32.614132 36.935147 30.315954
## Yellowcards...away 31.954598 27.804528 29.598159
## Yellowcards...home 35.168054 35.810269 33.370881
## Yellowred.Cards...away 6.917478 11.942455 15.747101
## Yellowred.Cards...home 5.506219 2.850421 3.618821
## current_state 24.875857 24.498845 24.968303
## total_minute 18.274684 17.094301 17.096746
## MeanDecreaseAccuracy MeanDecreaseGini
## halftime 4.108482 14.581260
## X1 49.975786 3166.794646
## X2 52.257989 2917.763459
## X 44.709636 1590.250245
## Accurate.Crosses...away 29.675950 329.876707
## Accurate.Crosses...home 37.710068 299.529160
## Assists...away 18.018653 422.262990
## Assists...home 18.598752 479.363457
## Attacks...away 27.215261 383.132416
## Attacks...home 32.131773 370.240416
## Ball.Possession.....away 24.019898 550.331835
## Ball.Possession.....home 26.399797 560.738813
## Ball.Safe...away 47.384194 426.591826
## Ball.Safe...home 44.849178 451.375298
## Challenges...away 45.731110 352.086768
## Challenges...home 31.387464 355.488116
## Corners...away 29.631739 310.630376
## Corners...home 34.832551 307.634182
## Counter.Attacks...away 29.215785 200.422716
## Counter.Attacks...home 30.863453 254.152489
## Dangerous.Attacks...away 28.307605 403.538700
## Dangerous.Attacks...home 33.099746 379.896376
## Dribble.Attempts...away 34.635783 325.764734
## Dribble.Attempts...home 33.341997 377.394259
## Fouls...away 40.207412 395.695003
## Fouls...home 34.614991 339.536501
## Free.Kicks...away 39.408227 164.761401
## Free.Kicks...home 33.096508 141.973539
## Goal.Attempts...away 26.743220 266.968958
## Goal.Attempts...home 29.128868 252.608937
## Goal.Kicks...away 45.570731 352.378267
## Goal.Kicks...home 44.982594 312.396203
## Goals...away 21.148429 467.575296
## Goals...home 22.350424 740.510287
## Headers...away 49.425129 394.424657
## Headers...home 57.300206 405.959243
## Hit.Woodwork...away 13.939479 91.205624
## Hit.Woodwork...home 30.463089 117.884688
## Injuries...away 31.411119 100.598503
## Injuries...home 26.589030 110.841727
## Interceptions...away 38.498891 359.207085
## Interceptions...home 31.379615 363.224254
## Key.Passes...away 17.539861 271.395787
## Key.Passes...home 20.128293 291.321038
## Long.Passes...away 56.738918 395.366896
## Long.Passes...home 42.770347 457.803544
## Offsides...away 33.959641 250.565834
## Offsides...home 48.608255 286.728406
## Passes...away 26.884693 429.542833
## Passes...home 33.487253 380.012887
## Penalties...away 27.120582 78.045264
## Penalties...home 10.858194 65.255808
## Redcards...away 21.378970 32.614302
## Redcards...home 20.565354 36.085857
## Saves...away 37.887301 250.668947
## Saves...home 35.766415 237.310880
## Shots.Blocked...away 34.334463 250.696985
## Shots.Blocked...home 23.081078 276.318221
## Shots.Insidebox...away 19.228859 326.286659
## Shots.Insidebox...home 22.903554 326.155196
## Shots.Off.Target...away 23.243711 261.443526
## Shots.Off.Target...home 35.910350 263.369768
## Shots.On.Target...away 17.995468 320.911148
## Shots.On.Target...home 18.600852 326.000294
## Shots.Outsidebox...away 43.324062 281.546408
## Shots.Outsidebox...home 33.705968 287.655457
## Shots.Total...away 24.710209 294.713966
## Shots.Total...home 20.032920 299.009039
## Substitutions...away 16.380893 108.994995
## Substitutions...home 17.653137 93.989879
## Successful.Dribbles...away 30.627053 368.699750
## Successful.Dribbles...home 32.654598 358.988225
## Successful.Headers...away 45.107114 350.667669
## Successful.Headers...home 47.509627 350.316940
## Successful.Interceptions...away 44.151022 345.422946
## Successful.Interceptions...home 41.856202 334.815199
## Successful.Passes...away 27.811591 467.160898
## Successful.Passes...home 32.953341 414.296746
## Successful.Passes.Percentage...away 27.034683 614.408742
## Successful.Passes.Percentage...home 29.448050 629.421994
## Tackles...away 41.022130 382.143188
## Tackles...home 39.788988 393.377145
## Throwins...away 34.808634 427.766782
## Throwins...home 48.334472 391.013361
## Total.Crosses...away 35.485507 414.950333
## Total.Crosses...home 36.678744 371.111791
## Yellowcards...away 33.075882 178.676354
## Yellowcards...home 40.167484 199.908693
## Yellowred.Cards...away 15.789905 15.627580
## Yellowred.Cards...home 5.794170 2.277256
## current_state 26.156411 1411.509932
## total_minute 19.673091 239.748171print(randomforestmodel)##
## Call:
## randomForest(formula = result ~ ., data = cleaned_data_necessary, importance = TRUE)
## Type of random forest: classification
## Number of trees: 500
## No. of variables tried at each split: 9
##
## OOB estimate of error rate: 0.89%
## Confusion matrix:
## 0 1 2 class.error
## 0 15170 149 72 0.014359041
## 1 46 24020 82 0.005300646
## 2 23 130 16435 0.009223535varImpPlot(randomforestmodel,
sort = TRUE,
n.var = min(20, nrow(importance)),
main = "Feature Importance in Random Forest") 
set.seed(123)
train_index_randomforest <- createDataPartition(cleaned_data_necessary$result, p = 0.7, list = FALSE)
train_data_randomforest <- cleaned_data_necessary[train_index, ]
test_data_randomforest <- cleaned_data_necessary[-train_index, ]
predictions_randomforest <- predict(randomforestmodel, newdata = test_data_randomforest)
randomforestmodeltrained <- randomForest(result ~ ., data = train_data_randomforest, importance = TRUE)
conf_matrix_randomforest <- confusionMatrix(predictions_randomforest, test_data_randomforest$result)
print(conf_matrix_randomforest)## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1 2
## 0 4612 1 0
## 1 4 7241 4
## 2 1 2 4972
##
## Overall Statistics
##
## Accuracy : 0.9993
## 95% CI : (0.9988, 0.9996)
## No Information Rate : 0.4302
## P-Value [Acc > NIR] : <2e-16
##
## Kappa : 0.9989
##
## Mcnemar's Test P-Value : 0.3251
##
## Statistics by Class:
##
## Class: 0 Class: 1 Class: 2
## Sensitivity 0.9989 0.9996 0.9992
## Specificity 0.9999 0.9992 0.9997
## Pos Pred Value 0.9998 0.9989 0.9994
## Neg Pred Value 0.9996 0.9997 0.9997
## Prevalence 0.2742 0.4302 0.2955
## Detection Rate 0.2739 0.4301 0.2953
## Detection Prevalence 0.2740 0.4305 0.2955
## Balanced Accuracy 0.9994 0.9994 0.9995accuracy_randomforest <- conf_matrix_randomforest$overall['Accuracy']
print(paste("Accuracy: ", accuracy_randomforest))## [1] "Accuracy: 0.99928728395795"predictions_randomforest_train <- predict(randomforestmodel, newdata = train_data_randomforest)# Calculate Error Rates
train_accuracy_rf <- mean(predictions_randomforest_train == train_data$result)
test_accuracy_rf <- mean(predictions_randomforest == test_data$result)
cat("Train Accuracy:", train_accuracy, "\n")## Train Accuracy: 0.9367015cat("Test Accuracy:", test_accuracy, "\n")## Test Accuracy: 0.895112cleaned_data_necessaryv2 <- cleaned_data3 %>%
mutate(
implied_prob_X1 = 1 / X1,
implied_prob_X2 = 1 / X2,
implied_prob_X = 1 / X
)
set.seed(123)
train_index_final <- createDataPartition(cleaned_data_necessaryv2$result, p = 0.7, list = FALSE)
train_data_final <- cleaned_data_necessaryv2[train_index, ]
test_data_final <- cleaned_data_necessaryv2[-train_index, ]
tree_model_final <- rpart(
result ~ .,
data = train_data_final,
method = "class",
control = rpart.control(cp = 0.001, minsplit = 5, maxdepth = 15)
)
rpart.plot(tree_model_final, main = "Decision Tree for Match Results")## Warning: labs do not fit even at cex 0.15, there may be some overplotting
predictions_prob_final <- predict(tree_model_final, test_data_final, type = "prob")
predicted_probabilities_f <- as.data.frame(predictions_prob_final)
test_results <- test_data_final %>%
select(implied_prob_X1, implied_prob_X2, implied_prob_X, result) %>%
bind_cols(predicted_probabilities_f)
print("Test Results with Predicted and Implied Probabilities:")## [1] "Test Results with Predicted and Implied Probabilities:"print(head(test_results))## # A tibble: 6 × 7
## implied_prob_X1 implied_prob_X2 implied_prob_X result `0` `1` `2`
## <dbl> <dbl> <dbl> <fct> <dbl> <dbl> <dbl>
## 1 0.833 0.0667 0.167 1 0.0962 0.878 0.0253
## 2 0.820 0.0769 0.182 1 0.0962 0.878 0.0253
## 3 0.8 0.0769 0.2 1 0.0962 0.878 0.0253
## 4 0.8 0.0769 0.2 1 0.0962 0.878 0.0253
## 5 0.8 0.0769 0.2 1 0.0962 0.878 0.0253
## 6 0.781 0.0769 0.211 1 0.131 0.804 0.0651test_results <- test_results %>%
mutate(
deviation_X1 = abs(`0` - implied_prob_X1),
deviation_X2 = abs(`1` - implied_prob_X2),
deviation_X = abs(`2` - implied_prob_X)
)
mean_deviation <- colMeans(test_results[, c("deviation_X1", "deviation_X2", "deviation_X")])
print("Mean Deviations between Model Predictions and Implied Probabilities:")## [1] "Mean Deviations between Model Predictions and Implied Probabilities:"print(mean_deviation)## deviation_X1 deviation_X2 deviation_X
## 0.3763055 0.5043393 0.3030603train_data_selected_f <- train_data_selected %>%
mutate(
implied_prob_X1 = 1 / X1,
implied_prob_X2 = 1 / X2,
implied_prob_X = 1 / X
)
test_data_selected_f <- test_data_selected %>%
mutate(
implied_prob_X1 = 1 / X1,
implied_prob_X2 = 1 / X2,
implied_prob_X = 1 / X
)
tree_model_optimalcp_f <- rpart(
result ~ .,
data = train_data_selected_f,
method = "class",
control = rpart.control(cp=optimal_cp)
)
rpart.plot(tree_model_optimalcp_f, main = "Decision Tree for Match Results")## Warning: labs do not fit even at cex 0.15, there may be some overplotting
predictions_prob_optimalcp_f <- predict(tree_model_optimalcp_f, test_data_selected_f, type = "prob")
predicted_probabilities_optimalcp_f <- as.data.frame(predictions_prob_optimalcp_f)
test_results_optimalcp_f <- test_data_selected_f %>%
select(implied_prob_X1, implied_prob_X2, implied_prob_X, result) %>%
bind_cols(predicted_probabilities_optimalcp_f)
print("Test Results with Predicted and Implied Probabilities:")## [1] "Test Results with Predicted and Implied Probabilities:"print(head(test_results_optimalcp_f))## # A tibble: 6 × 7
## implied_prob_X1 implied_prob_X2 implied_prob_X result `0` `1` `2`
## <dbl> <dbl> <dbl> <fct> <dbl> <dbl> <dbl>
## 1 0.833 0.0667 0.167 1 0.0422 0.922 0.0357
## 2 0.820 0.0769 0.182 1 0.967 0.0333 0
## 3 0.8 0.0769 0.2 1 0.583 0.417 0
## 4 0.8 0.0769 0.2 1 0.583 0.417 0
## 5 0.8 0.0769 0.2 1 0.583 0.417 0
## 6 0.781 0.0769 0.211 1 0.00688 0.976 0.0172test_results_optimalcp_f <- test_results_optimalcp_f %>%
mutate(
deviation_X1 = abs(`0` - implied_prob_X1),
deviation_X2 = abs(`1` - implied_prob_X2),
deviation_X = abs(`2` - implied_prob_X)
)
mean_deviation_optimalcp_f <- colMeans(test_results_optimalcp_f[, c("deviation_X1", "deviation_X2", "deviation_X")])
print("Mean Deviations between Model Predictions and Implied Probabilities:")## [1] "Mean Deviations between Model Predictions and Implied Probabilities:"print(mean_deviation_optimalcp_f)## deviation_X1 deviation_X2 deviation_X
## 0.4843610 0.5841370 0.3938968# Identify the matches with the highest deviations for each outcome
highest_deviation_matches <- test_results %>%
mutate(row_id = row_number()) %>% # Add a row identifier
summarise(
highest_X1 = row_id[which.max(deviation_X1)],
highest_X2 = row_id[which.max(deviation_X2)],
highest_X = row_id[which.max(deviation_X)]
)
highest_deviation_data <- test_results %>%
filter(row_number() %in% c(
highest_deviation_matches$highest_X1,
highest_deviation_matches$highest_X2,
highest_deviation_matches$highest_X
))
print("Matches with the highest deviations:")## [1] "Matches with the highest deviations:"print(highest_deviation_data)## # A tibble: 3 × 10
## implied_prob_X1 implied_prob_X2 implied_prob_X result `0` `1` `2`
## <dbl> <dbl> <dbl> <fct> <dbl> <dbl> <dbl>
## 1 1 0.00200 0.0244 1 0.0962 0.878 0.0253
## 2 0.00222 1 0.0196 2 0.142 0.0354 0.822
## 3 0.0435 0.0385 0.990 0 0.775 0.140 0.0847
## # ℹ 3 more variables: deviation_X1 <dbl>, deviation_X2 <dbl>, deviation_X <dbl>highest_deviation_features <- cleaned_data_necessaryv2 %>%
filter(row_number() %in% c(
highest_deviation_matches$highest_X1,
highest_deviation_matches$highest_X2,
highest_deviation_matches$highest_X
))
# Compare the features to the actual results and implied probabilities
print("Features of the matches with the highest deviations:")## [1] "Features of the matches with the highest deviations:"print(highest_deviation_features)## # A tibble: 3 × 98
## halftime X1 X2 X Accurate.Crosses...away Accurate.Crosses...home
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 1 5.5 1.66 3.5 1 1
## 2 1 2.37 3 3.2 0 1
## 3 1 4.5 1.8 3.75 0 0
## # ℹ 92 more variables: Assists...away <dbl>, Assists...home <dbl>,
## # Attacks...away <dbl>, Attacks...home <dbl>, Ball.Possession.....away <dbl>,
## # Ball.Possession.....home <dbl>, Ball.Safe...away <dbl>,
## # Ball.Safe...home <dbl>, Challenges...away <dbl>, Challenges...home <dbl>,
## # Corners...away <dbl>, Corners...home <dbl>, Counter.Attacks...away <dbl>,
## # Counter.Attacks...home <dbl>, Dangerous.Attacks...away <dbl>,
## # Dangerous.Attacks...home <dbl>, Dribble.Attempts...away <dbl>, …feature_analysis <- highest_deviation_features %>%
select(-implied_prob_X1, -implied_prob_X2, -implied_prob_X, -result) %>%
summarise(across(everything(), mean, na.rm = TRUE))## Warning: There were 2 warnings in `summarise()`.
## The first warning was:
## ℹ In argument: `across(everything(), mean, na.rm = TRUE)`.
## Caused by warning:
## ! The `...` argument of `across()` is deprecated as of dplyr 1.1.0.
## Supply arguments directly to `.fns` through an anonymous function instead.
##
## # Previously
## across(a:b, mean, na.rm = TRUE)
##
## # Now
## across(a:b, \(x) mean(x, na.rm = TRUE))
## ℹ Run `dplyr::last_dplyr_warnings()` to see the 1 remaining warning.print("Summary of features contributing to high deviations:")## [1] "Summary of features contributing to high deviations:"print(feature_analysis)## # A tibble: 1 × 94
## halftime X1 X2 X Accurate.Crosses...away Accurate.Crosses...home
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 1 4.12 2.15 3.48 0.333 0.667
## # ℹ 88 more variables: Assists...away <dbl>, Assists...home <dbl>,
## # Attacks...away <dbl>, Attacks...home <dbl>, Ball.Possession.....away <dbl>,
## # Ball.Possession.....home <dbl>, Ball.Safe...away <dbl>,
## # Ball.Safe...home <dbl>, Challenges...away <dbl>, Challenges...home <dbl>,
## # Corners...away <dbl>, Corners...home <dbl>, Counter.Attacks...away <dbl>,
## # Counter.Attacks...home <dbl>, Dangerous.Attacks...away <dbl>,
## # Dangerous.Attacks...home <dbl>, Dribble.Attempts...away <dbl>, …library(purrr)##
## Attaching package: 'purrr'## The following object is masked from 'package:caret':
##
## liftdeviation_correlation <- highest_deviation_features %>%
select(where(is.numeric)) %>%
summarise(
corr_X1 = map_dbl(., ~ {
if (sd(.x, na.rm = TRUE) == 0) return(NA) # Skip constant features
cor(.x, highest_deviation_data$deviation_X1, use = "complete.obs")
}),
corr_X2 = map_dbl(., ~ {
if (sd(.x, na.rm = TRUE) == 0) return(NA) # Skip constant features
cor(.x, highest_deviation_data$deviation_X2, use = "complete.obs")
}),
corr_X = map_dbl(., ~ {
if (sd(.x, na.rm = TRUE) == 0) return(NA) # Skip constant features
cor(.x, highest_deviation_data$deviation_X, use = "complete.obs")
})
)## Warning: Returning more (or less) than 1 row per `summarise()` group was deprecated in
## dplyr 1.1.0.
## ℹ Please use `reframe()` instead.
## ℹ When switching from `summarise()` to `reframe()`, remember that `reframe()`
## always returns an ungrouped data frame and adjust accordingly.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.deviation_correlation <- highest_deviation_features %>%
select(where(is.numeric)) %>%
reframe(
Feature = names(.),
corr_X1 = map_dbl(., ~ {
if (sd(.x, na.rm = TRUE) == 0) return(NA) # Skip constant features
cor(.x, highest_deviation_data$deviation_X1, use = "complete.obs")
}),
corr_X2 = map_dbl(., ~ {
if (sd(.x, na.rm = TRUE) == 0) return(NA) # Skip constant features
cor(.x, highest_deviation_data$deviation_X2, use = "complete.obs")
}),
corr_X = map_dbl(., ~ {
if (sd(.x, na.rm = TRUE) == 0) return(NA) # Skip constant features
cor(.x, highest_deviation_data$deviation_X, use = "complete.obs")
})
)
most_influential_features <- deviation_correlation %>%
summarise(
Deviation = c("X1", "X2", "X"),
Feature = Feature[apply(select(., starts_with("corr_")), 2, which.max)],
Correlation = apply(select(., starts_with("corr_")), 2, max, na.rm = TRUE)
)## Warning: Returning more (or less) than 1 row per `summarise()` group was deprecated in
## dplyr 1.1.0.
## ℹ Please use `reframe()` instead.
## ℹ When switching from `summarise()` to `reframe()`, remember that `reframe()`
## always returns an ungrouped data frame and adjust accordingly.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.print("Most influential features for each deviation type:")## [1] "Most influential features for each deviation type:"print(most_influential_features)## # A tibble: 3 × 3
## Deviation Feature Correlation
## <chr> <chr> <dbl>
## 1 X1 implied_prob_X2 0.999
## 2 X2 Accurate.Crosses...home 0.996
## 3 X Ball.Possession.....home 0.957